Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-02 21:59 UTC

b-tree-labs / axiom-os

A domain-agnostic platform for building federated, AI-powered operational systems.

PythonApache-2.0★ 2 stars⑂ 0 forkssince Jun 2026View on GitHub ↗
KindPluginCommand-line toolLibraryNetwork servicehow this is determined
#agents#ai-agents#federation#llm#mcp#python#rag

b-tree-labs/axiom-os holds a health index of 51 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (79/100) and lowest on Security (37/100). It was last updated today.

51
overall / 100
Moderate

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.

51
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 51 is calibrated to 51 on the published index scale (record calibration 2026-08-02).

Ownership

B-Tree LabsOrganization
1 follower4 public repossince Oct 2025

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIaxiom-os-lm0.62.05,859890 days agoai-agentsfederationllmplatformrag

Metrics by category

Vitality

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

55Moderate · 21% of overall

Development activity

36Weak
How it's scored
36/36Push recency — last push 0 days ago
0/36Commit cadence — 0/52 weeks with commits
0/18Commit volume — 0 commits in the last year
0/10OpenSSF Scorecard: Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year0
human_commit_share—
days_since_last_push0
active_weeks_last_year0

Release discipline

84Excellent
How it's scored
27/27Ships releases — 1 releases published
36/36Release recency — latest release 0 days ago
12.6/27Release cadence — cadence unknown (single release)
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count1
latest_release_tagv0.62.0
releases_from_tagsno
days_since_latest_release0
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?

48Weak · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 2 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges3
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

63Moderate
How it's scored
50.2/80Monthly downloads — 5,859 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesaxiom-os-lm
dependents—
ecosystemspypi
total_downloads—
monthly_downloads5,859
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?

43Weak · 23% of overall

Issue & PR responsiveness

1Critical
How it's scored
0/42Issue resolution — no issues or no data
0/30PR acceptance — 0/6 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/1 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio—
closed_unmerged_prs6
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

39Weak
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
2.2/25Owner reach — 1 followers of b-tree-labs
7/25Track record — 4 public repos, account ~0 yr old
Inputs used
followers1
owner_typeOrganization
is_verifiedno
owner_loginb-tree-labs
public_repos4
account_age_days352

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 — 89 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesaxiom-os-lm
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

67Good · 19% of overall

Engineering practices

62Moderate
How it's scored
0/24CI workflows
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff], [tool.pylint])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_cino
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

75Good
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 7 topics
0/10Wiki
Inputs used
topicsagents, ai-agents, federation, llm, mcp, python, rag
has_wikino
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?

37Weak · 16% of overall

Security posture

21At Risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
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 0/1 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
0/7.5Vulnerabilities — 16 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate2.1
Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Signed-Releases, Token-Permissions. 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
advisories17
affected_packages10
assessed_packages287
unassessed_packages58
affected_by_severitycritical 1, high 5, moderate 4
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 287 resolved dependencies against OSV. 58 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

79Good · 4% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — .cursor/rules/axiom.mdc, .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, src/axiom/extensions/builtins/diagnostics/AGENT.md, src/axiom/extensions/builtins/hygiene/AGENT.md, src/axiom/extensions/builtins/llm_serving/AGENTS.md, src/axiom/extensions/builtins/publishing/AGENT.md, src/axiom/extensions/builtins/signals/AGENT.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share—
agent_instruction_files.cursor/rules/axiom.mdc, .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, src/axiom/extensions/builtins/diagnostics/AGENT.md, src/axiom/extensions/builtins/hygiene/AGENT.md, src/axiom/extensions/builtins/llm_serving/AGENTS.md, src/axiom/extensions/builtins/publishing/AGENT.md, src/axiom/extensions/builtins/signals/AGENT.md
agent_instruction_max_bytes24,074
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

88Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff], [tool.pylint])
11/11Static type checking — packages/axiom-tests/src/axiom_tests/py.typed, pyrightconfig.json, src/axiom/extensions/builtins/receipts/webui/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
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_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configspackages/axiom-tests/src/axiom_tests/py.typed, pyrightconfig.json, src/axiom/extensions/builtins/receipts/webui/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (packages/axiom-tests/src/axiom_tests/py.typed, pyrightconfig.json, src/axiom/extensions/builtins/receipts/webui/tsconfig.json)
54.8/55Manageable file sizes — 12/3,629 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes211,115
source_files_sampled3,629
oversized_source_files12

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples, sample
Inputs used
example_dirsexamples, sample
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

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

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Contributor list unavailable
  • deps.dev does not index pypi:axiom-os-lm@0.62.0; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 2.1 / 10
2.1aggregate

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 · 2026-10-02 21:59 UTC

10Binary-Artifactsno binaries found in the repo
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 0/1 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
0Vulnerabilities16 existing vulnerabilities detected
Direct dependencies 20
RegistryPackageVersion constraintManifest
PyPIpyyaml>=6.0pyproject.toml
PyPIargcomplete>=3.0pyproject.toml
PyPItomlkit>=0.13pyproject.toml
PyPIrequests>=2.28pyproject.toml
PyPIrich>=13.0pyproject.toml
PyPIjsonschema>=4.20pyproject.toml
PyPIsqlalchemy>=2.0pyproject.toml
PyPIpsycopg2-binary>=2.9pyproject.toml
PyPIalembic>=1.13pyproject.toml
PyPIcroniter>=2.0pyproject.toml
PyPIpython-dateutil>=2.8pyproject.toml
PyPIcryptography>=42.0pyproject.toml
PyPIcryptography<49pyproject.toml
PyPIPyJWT>=2.8pyproject.toml
PyPIfastapi>=0.110pyproject.toml
PyPIuvicorn>=0.27pyproject.toml
PyPIpython-multipart>=0.0.9pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPInumpy>=1.26pyproject.toml
PyPIscipy>=1.11pyproject.toml
All dependencies 345

Full resolved dependency set from the GitHub dependency graph: 19 direct and 326 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIargcomplete—direct
PyPIcroniter—direct
PyPIcryptography—direct
PyPIfastapi—direct
PyPIhttpx—direct
PyPIjsonschema—direct
PyPInumpy—direct
PyPIpsycopg2-binary—direct
PyPIpyjwt—direct
PyPIpython-dateutil—direct
PyPIpython-multipart—direct
PyPIpyyaml—direct
PyPIrequests—direct
PyPIrich—direct
PyPIscipy—direct
PyPIsqlalchemy—direct
PyPItomlkit—direct
PyPIuvicorn—direct
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npmcac6.7.14indirect
npmcamelcase-css2.0.1indirect
npmcaniuse-lite1.0.30001803indirect
npmcaniuse-lite1.0.30001810indirect
npmchai5.3.3indirect
npmcheck-error2.1.3indirect
npmchokidar3.6.0indirect
npmcommander4.1.1indirect
npmconvert-source-map2.0.0indirect
npmcssesc3.0.0indirect
npmcsstype3.2.3indirect
npmdebug4.4.3indirect
npmdeep-eql5.0.2indirect
npmdidyoumean1.2.2indirect
npmdlv1.1.3indirect
npmelectron-to-chromium1.5.389indirect
npmelectron-to-chromium1.5.438indirect
npmes-errors1.3.0indirect
npmes-module-lexer1.7.0indirect
npmesbuild0.21.5indirect
npmesbuild0.28.1indirect
npmescalade3.2.0indirect
npmestree-walker3.0.3indirect
npmexpect-type1.4.0indirect
npmfast-glob3.3.3indirect
npmfastq1.20.1indirect
npmfdir6.5.0indirect
npmfill-range7.1.1indirect
npmfraction.js5.3.4indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmgensync1.0.0-beta.2indirect
npmglob-parent5.1.2indirect
npmglob-parent6.0.2indirect
npmhasown2.0.4indirect
npmis-binary-path2.1.0indirect
npmis-core-module2.16.2indirect
npmis-extglob2.1.1indirect
npmis-glob4.0.3indirect
npmis-number7.0.0indirect
npmjiti1.21.7indirect
npmjs-tokens4.0.0indirect
npmjsesc3.1.0indirect
npmjson52.2.3indirect
npmlilconfig3.1.3indirect
npmlines-and-columns1.2.4indirect
npmloose-envify1.4.0indirect
npmloupe3.2.1indirect
npmlru-cache5.1.1indirect
npmmagic-string0.30.21indirect
npmmerge21.4.1indirect
npmmicromatch4.0.8indirect
npmmini-svg-data-uri1.4.4indirect
npmms2.1.3indirect
npmmz2.7.0indirect
npmnanoid3.3.15indirect
npmnanoid3.3.19indirect
npmnode-releases2.0.51indirect
npmnode-releases2.0.57indirect
npmnormalize-path3.0.0indirect
npmobject-assign4.1.1indirect
npmobject-hash3.0.0indirect
npmpath-parse1.0.7indirect
npmpathe1.1.2indirect
npmpathval2.0.1indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.5indirect
npmpify2.3.0indirect
npmpirates4.0.7indirect
npmpostcss8.5.16indirect
npmpostcss8.5.28indirect
npmpostcss-import15.1.0indirect
npmpostcss-js4.1.0indirect
npmpostcss-load-config6.0.1indirect
npmpostcss-nested6.2.0indirect
npmpostcss-selector-parser6.1.4indirect
npmpostcss-value-parser4.2.0indirect
npmqueue-microtask1.2.3indirect
npmreact18.3.1indirect
npmreact-dom18.3.1indirect
npmreact-refresh0.17.0indirect
npmreact-refresh0.18.0indirect
npmreact-router6.30.4indirect
npmreact-router-dom6.30.4indirect
npmread-cache1.0.0indirect
npmreaddirp3.6.0indirect
npmresolve1.22.12indirect
npmreusify1.1.0indirect
npmrollup4.62.2indirect
npmrollup4.63.4indirect
npmrun-parallel1.2.0indirect
npmscheduler0.23.2indirect
npmsemver6.3.1indirect
npmsiginfo2.0.0indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstd-env3.10.0indirect
npmsucrase3.35.1indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtailwindcss3.4.19indirect
npmthenify3.3.1indirect
npmthenify-all1.6.0indirect
npmtinybench2.9.0indirect
npmtinyexec0.3.2indirect
npmtinyglobby0.2.17indirect
npmtinypool1.1.1indirect
npmtinyrainbow1.2.0indirect
npmtinyspy3.0.2indirect
npmto-regex-range5.0.1indirect
npmts-interface-checker0.1.13indirect
npmtypescript5.9.3indirect
npmupdate-browserslist-db1.2.3indirect
npmupdate-browserslist-db1.3.3indirect
npmutil-deprecate1.0.2indirect
npmvite5.4.21indirect
npmvite7.3.6indirect
npmvite-node2.1.9indirect
npmvitest2.1.9indirect
npmwhy-is-node-running2.3.0indirect
npmyallist3.1.1indirect
PyPIaxiom-os-lm—indirect
PyPIbcrypt—indirect
PyPIboto3—indirect
PyPIboxsdk—indirect
PyPIdbt-core—indirect
PyPIduckdb—indirect
PyPIfilelock—indirect
PyPIgoogle-api-python-client—indirect
PyPIgoogle-auth—indirect
PyPIhatchling—indirect
PyPIhypothesis—indirect
PyPImcp—indirect
PyPImoto—indirect
PyPImsal—indirect
PyPIopenpyxl—indirect
PyPIpgvector—indirect
PyPIplaywright—indirect
PyPIpostrule—indirect
PyPIprompt-toolkit—indirect
PyPIpydantic—indirect
PyPIpygithub—indirect
PyPIpygments—indirect
PyPIpyiceberg—indirect
PyPIpypdf—indirect
PyPIpypdfium2—indirect
PyPIpypi-attestations—indirect
PyPIpyright—indirect
PyPIpytesseract—indirect
PyPIpytest—indirect
PyPIpytest-cov—indirect
PyPIpytest-timeout—indirect
PyPIpytest-xdist—indirect
PyPIpython-docx—indirect
PyPIpython-gitlab—indirect
PyPIpython-pptx—indirect
PyPIruff—indirect
PyPIsetuptools—indirect
PyPItiktoken—indirect
PyPIwatchdog—indirect
Dependency advisories 10

This repository publishes no package the index resolves, so its own dependency graph was assessed — 287 packages, which also include development and test pins that never ship: 10 carry known advisories, of which 0 are direct. 58 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
vitest2.1.9indirectcritical25.0.0-rc.2
baseline-browser-mapping2.10.42indirecthigh12.11.0
browserslist4.28.5indirecthigh24.28.7
nanoid3.3.15indirecthigh25.1.16
postcss8.5.16indirecthigh28.5.23
vite5.4.21indirecthigh38.0.16
@vitest/mocker2.1.9indirectmoderate15.0.0-rc.2
esbuild0.21.5indirectmoderate10.25.0
react-router6.30.4indirectmoderate27.18.0
react-router-dom6.30.4indirectmoderate17.13.0

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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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.