Public record
Software health reportschema 0.16.0 · metrics 2.10.0 · 2026-07-21 00:39 UTC

lobu-ai / lobu

Build AI teammates programmatically

TypeScriptApache-2.0★ 182 stars⑂ 25 forkssince Jul 2025View on GitHub ↗

lobu-ai/lobu holds a health index of 83 out of 100, placing it in the Excellent band. It scores highest on Vitality (92/100) and lowest on Community & Adoption (52/100). It was last updated today. A single contributor accounts for most of its recent work.

83
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.

83
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 70 is calibrated to 83 on the published index scale (record calibration 2026-08-02).

Ownership

LobuOrganization
7 followers7 public repossince Jan 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
npmlobu-monorepo3.0.8171102 days ago

Metrics by category

Vitality

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

92Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
29.1/36Commit cadence42/52 weeks with commits
18/18Commit volume2,473 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,473
human_commit_share
days_since_last_push0
active_weeks_last_year42
How it's scored
27/27Ships releases61 releases published
36/36Release recencylatest release 4 days ago
27/27Release cadencea release every ~3.8 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count61
latest_release_taglobu-v14.1.0
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases3.8

Community & Adoption

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

52Moderate · 17% of overall
How it's scored
36.6/60Stars182 stars
11.5/25Forks25 forks
0/15Watchers0 watchers
Inputs used
forks25
stars182
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateyes

Sustainability & Governance

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

60Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
2/22.5Commit distributiontop contributor authored 91% of commits
13.5/13.5Contributor breadth41 contributors
10/10OpenSSF Scorecard: Contributorsproject has 9 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled41
top_contributor_share0.91
How it's scored
38.1/42Issue resolution91% of issues closed
27.2/30PR acceptance1,642/1,813 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs1,642
open_issues22
closed_issues211
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.906
closed_unmerged_prs171
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
6.5/25Owner reach7 followers of lobu-ai
7.6/25Track record7 public repos, account ~0 yr old
Inputs used
followers7
owner_typeOrganization
is_verified
owner_loginlobu-ai
public_repos7
account_age_days185
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable1 package(s) on npm
35/35Publish recencylatest publish 102 days ago
4/20Version history1 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packageslobu-monorepo
ecosystemsnpm
any_deprecatedno
min_days_since_publish102

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall
How it's scored
24/24CI workflows15 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://lobu.ai
10/10Repository description
10/10Topics5 topics
10/10Wiki
Inputs used
topicsagent, chatbot, clawdbot, openclaw, personal-assistant
has_wikiyes
homepagehttps://lobu.ai
docs_sitehttps://lobu.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

61Moderate · 16% of overall
How it's scored
4.5/7.5Binary-Artifactsbinaries present in source code
3.8/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributorsproject has 9 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
0/5Packagingno data
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities91 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.1
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 advisoriesno direct dependency carries a known advisory
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages11
unassessed_packages96
affected_by_severitynone
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 11 resolved dependencies against OSV. 96 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.

82Excellent · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md, CLAUDE.md, packages/agent-worker/AGENTS.md, packages/connectors/AGENTS.md, packages/server/AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit historyno data
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md, packages/agent-worker/AGENTS.md, packages/connectors/AGENTS.md, packages/server/AGENTS.md
agent_instruction_max_bytes5,816
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
0/11Lint / format config
11/11Static type checkingexamples/agent-community/tsconfig.json, examples/atlas/tsconfig.json, examples/brand-intelligence/tsconfig.json, examples/context-layer/tsconfig.json, examples/delivery/tsconfig.json, examples/ecommerce/tsconfig.json, examples/finance/tsconfig.json, examples/leadership/tsconfig.json, examples/legal/tsconfig.json, examples/lobu-crm/tsconfig.json, examples/market/tsconfig.json, examples/office-bot/tsconfig.json, examples/personal-agent/tsconfig.json, examples/personal-finance/tsconfig.json, examples/sales/tsconfig.json, packages/agent-worker/tsconfig.json, packages/cli/tsconfig.json, packages/client/tsconfig.json, packages/connector-sdk/tsconfig.json, packages/connector-worker/tsconfig.json, packages/connectors/tsconfig.json, packages/core/tsconfig.json, packages/embeddings/tsconfig.json, packages/pgvector-embedded/tsconfig.json, packages/plugin-api/tsconfig.json, packages/plugin-conversations/tsconfig.json, packages/plugin-host/tsconfig.json, packages/plugin-mcp/tsconfig.json, packages/plugin-media/tsconfig.json, packages/plugin-memory/tsconfig.json, packages/plugin-toolkit/tsconfig.json, packages/promptfoo-provider/tsconfig.json, packages/server/tsconfig.json, tsconfig.json
10/10Reproducible environmentDockerfile
0/10Demonstrated agent practiceno data
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configsexamples/agent-community/tsconfig.json, examples/atlas/tsconfig.json, examples/brand-intelligence/tsconfig.json, examples/context-layer/tsconfig.json, examples/delivery/tsconfig.json, examples/ecommerce/tsconfig.json, examples/finance/tsconfig.json, examples/leadership/tsconfig.json, examples/legal/tsconfig.json, examples/lobu-crm/tsconfig.json, examples/market/tsconfig.json, examples/office-bot/tsconfig.json, examples/personal-agent/tsconfig.json, examples/personal-finance/tsconfig.json, examples/sales/tsconfig.json, packages/agent-worker/tsconfig.json, packages/cli/tsconfig.json, packages/client/tsconfig.json, packages/connector-sdk/tsconfig.json, packages/connector-worker/tsconfig.json, packages/connectors/tsconfig.json, packages/core/tsconfig.json, packages/embeddings/tsconfig.json, packages/pgvector-embedded/tsconfig.json, packages/plugin-api/tsconfig.json, packages/plugin-conversations/tsconfig.json, packages/plugin-host/tsconfig.json, packages/plugin-mcp/tsconfig.json, packages/plugin-media/tsconfig.json, packages/plugin-memory/tsconfig.json, packages/plugin-toolkit/tsconfig.json, packages/promptfoo-provider/tsconfig.json, packages/server/tsconfig.json, tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
45/45Type-checkable codeTypeScript (statically typed)
54.6/55Manageable file sizes12/1,751 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes99,000
source_files_sampled1,751
oversized_source_files12
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

182GitHub stars
41contributors
2,473commits, last 12 months
0days since last push
61releases
1bus factor
22open issues
npmpackage ecosystems

Data collection warnings

  • deps.dev does not index npm:lobu-monorepo@3.0.8; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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 · 2026-07-21 00:38 UTC

6Binary-Artifactsbinaries present in source code
5Branch-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
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 9 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 30 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
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities91 existing vulnerabilities detected
All dependencies 107

Full resolved dependency set from the GitHub dependency graph: 0 direct and 107 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@anthropic-ai/sdk^0.104.1indirect
npm@aws-sdk/client-bedrock^3.1028.0indirect
npm@aws-sdk/client-secrets-manager^3.1028.0indirect
npm@better-auth/passkey^1.6.9indirect
npm@biomejs/biome^2.2.2indirect
npm@chat-adapter/discord4.26.0indirect
npm@chat-adapter/gchat4.26.0indirect
npm@chat-adapter/slack4.26.0indirect
npm@chat-adapter/teams4.26.0indirect
npm@chat-adapter/telegram4.26.0indirect
npm@chat-adapter/whatsapp4.26.0indirect
npm@clack/prompts^1.2.0indirect
npm@hey-api/client-fetch^0.13.1indirect
npm@hey-api/openapi-ts^0.99.0indirect
npm@hono/node-server^1.13.7indirect
npm@hono/node-server^1.19.9indirect
npm@hono/zod-openapi^1.2.1indirect
npm@inquirer/prompts^7.10.1indirect
npm@lobu/cli^13.3.0indirect
npm@lobu/cli^14.0.0indirect
npm@lobu/cli^9.3.0indirect
npm@lobu/connector-sdk^13.3.0indirect
npm@lobu/connector-sdk^9.3.0indirect
npm@mariozechner/pi-agent-core^0.73.1indirect
npm@mariozechner/pi-ai^0.73.1indirect
npm@mariozechner/pi-coding-agent^0.73.1indirect
npm@modelcontextprotocol/sdk^1.27.1indirect
npm@opentelemetry/api^1.9.0indirect
npm@opentelemetry/exporter-trace-otlp-grpc^0.57.0indirect
npm@opentelemetry/resources^1.30.0indirect
npm@opentelemetry/sdk-trace-node^1.30.0indirect
npm@opentelemetry/semantic-conventions^1.28.0indirect
npm@polyglot-sql/sdk^0.1.13indirect
npm@react-email/components^1.0.12indirect
npm@react-email/render^2.0.7indirect
npm@scalar/hono-api-reference^0.9.39indirect
npm@sentry/node^10.23.0indirect
npm@sentry/node^10.6.0indirect
npm@sentry/node^9.0.0indirect
npm@sinclair/typebox^0.34.33indirect
npm@sinclair/typebox^0.34.41indirect
npm@types/bun1.2.11indirect
npm@types/node20.19.9indirect
npm@types/node^20.0.0indirect
npm@types/node^20.10.0indirect
npm@types/node^20.19.9indirect
npm@types/react^19.2.14indirect
npm@types/tar^6.1.13indirect
npm@types/turndown^5.0.5indirect
npm@vercel/sandbox^2.2.1indirect
npm@vitest/coverage-v8^3.2.6indirect
npm@xenova/transformers^2.17.2indirect
npmajv^8.17.1indirect
npmajv-formats^3.0.1indirect
npmbaileys7.0.0-rc12indirect
npmbetter-auth^1.4.10indirect
npmchalk^5.3.0indirect
npmchat^4.26.0indirect
npmcommander^14.0.1indirect
npmcron-parser^5.6.1indirect
npmdotenv^16.4.5indirect
npmembedded-postgres18.3.0-beta.17indirect
npmesbuild^0.28.1indirect
npmform-data^4.0.4indirect
npmhandlebars^4.7.9indirect
npmhono^4.10.4indirect
npmhono^4.11.7indirect
npmhono-pino^0.10.3indirect
npmhusky^9.1.7indirect
npmisolated-vm^6.1.2indirect
npmisolated-vm^7.0.0indirect
npmisomorphic-git^1.34.0indirect
npmjimp^1.6.0indirect
npmjiti^2.4.2indirect
npmjscpd^4.0.5indirect
npmjust-bash^2.12.8indirect
npmknip^5.66.3indirect
npmky^1.14.0indirect
npmkysely^0.28.0indirect
npmkysely-postgres-js^2.0.0indirect
npmmarked^17.0.4indirect
npmmarked-terminal^7.3.0indirect
npmopen^10.1.0indirect
npmora^8.0.1indirect
npmpatchright^1.57.0indirect
npmpino^10.1.0indirect
npmplaywright^1.60.0indirect
npmpostgres^3.4.7indirect
npmpromptfoo^0.121.0indirect
npmreact^19.2.5indirect
npmresend^6.6.0indirect
npmsharp^0.34.4indirect
npmtar^7.4.3indirect
npmtsx^4.19.2indirect
npmtsx^4.7.0indirect
npmturndown7.2.2indirect
npmtypescript^5.3.3indirect
npmtypescript^5.7.2indirect
npmtypescript^5.8.3indirect
npmundici^7.28.0indirect
npmvite^6.0.0indirect
npmvitest^3.2.6indirect
npmwinston^3.17.0indirect
npmyaml^2.7.1indirect
npmzod^3.24.1indirect
npmzod^4.1.12indirect
npmzod^4.4.0indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 11 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 96 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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 v0.16.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsnpm.