Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-30 22:10 UTC

alexmerced-oss / loro

Loro enterprise agent harness for coding, governed data, and productivity work

PythonMIT★ 0 stars⑂ 0 forkssince Jun 2026View on GitHub ↗
KindCommand-line toolWeb interfacehow this is determined

alexmerced-oss/loro holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (84/100) and lowest on Community & Adoption (32/100). It was last updated today. A single contributor accounts for most of its recent work.

62
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.

62
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 58 is calibrated to 62 on the published index scale (record calibration 2026-08-02).

Ownership

alexmerced-ossOrganization
0 followers3 public repossince Mar 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIloro-agent0.19.13,071270 days agoagentsclienterpriseicebergmemorypolaris

Metrics by category

Vitality

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

72Good · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
6.2/36Commit cadence9/52 weeks with commits
18/18Commit volume137 commits in the last year
0/10OpenSSF Scorecard: Maintainedproject was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year137
human_commit_share1
days_since_last_push0
active_weeks_last_year9
How it's scored
27/27Ships releases25 releases published
36/36Release recencylatest release 0 days ago
27/27Release cadencea release every ~2.1 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count25
latest_release_tagv0.19.1
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases2.1

Community & Adoption

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

32At Risk · 17% of overall
How it's scored
0/60Stars0 stars
0/25Forks0 forks
0/15Watchers0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno
How it's scored
46.5/80Monthly downloads3,071 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesloro-agent
dependents
ecosystemspypi
total_downloads
monthly_downloads3,071
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?

52Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/42Issue resolutionno issues or no data
30/30PR acceptance3/3 decided PRs merged
13/13Newcomer PR acceptance3/3 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs3
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d3
prs_decided_30d3
issue_closed_ratio
closed_unmerged_prs0
first_time_authors_30d1
first_time_prs_merged_30d3
first_time_prs_decided_30d3
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domain
0/25Owner reach0 followers of alexmerced-oss
9.3/25Track record3 public repos, account ~2 yr old
Inputs used
followers0
owner_typeOrganization
is_verifiedno
owner_loginalexmerced-oss
public_repos3
account_age_days897

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 0 days ago
20/20Version history27 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesloro-agent
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

84Excellent · 19% of overall
How it's scored
24/24CI workflows10 workflow(s)
24/24Tests present
16/16Linter configpyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Testsno data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://github.com/alexmerced-oss/loro/tree/main/docs
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
docs_sitehttps://github.com/alexmerced-oss/loro/tree/main/docs
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

47Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
3/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
0/2.5CI-Testsno data
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
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
0/7.5Maintainedproject was created within the last 90 days. Please review its contents carefully
0/5Packagingno data
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0/5SASTno SAST tool detected
2/5Security-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
7.5/7.5Vulnerabilities0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.4
Excluded from scoring (no data or not applicable): CI-Tests, 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_packages259
unassessed_packages36
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 259 resolved dependencies against OSV. 36 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.

59Moderate · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
19.2/40Legible commit history36 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.36
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format configpyproject.toml ([tool.ruff])
11/11Static type checkingwebui/tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice22 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenanceno automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configswebui/tsconfig.json
agent_commit_share0.22
toolchain_manifests
dependency_bot_commit_share0
How it's scored
27/45Type-checkable codePython with type-check config (webui/tsconfig.json)
54.5/55Manageable file sizes2/220 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes437,734
source_files_sampled220
oversized_source_files2
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

0GitHub stars
1contributors
137commits, last 12 months
0days since last push
25releases
1bus factor
0open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • deps.dev does not index pypi:loro-agent@0.19.1; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 3.4 / 10
3.4aggregate

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 · 2026-08-30 22:10 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all 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
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
4Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 22
RegistryPackageVersion constraintManifest
PyPIagentic-graph-spec>=1.0.1,<2pyproject.toml
PyPIopen-agent-profile>=1.0.1,<2pyproject.toml
PyPIclick>=8.1pyproject.toml
PyPItyper>=0.12.5pyproject.toml
PyPIrich>=13.9.0pyproject.toml
PyPIpydantic>=2.9.0pyproject.toml
PyPIpydantic-settings>=2.5.0pyproject.toml
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PyPIhttpx>=0.27.0pyproject.toml
PyPIstructlog>=24.4.0pyproject.toml
PyPIpython-docx>=1.1.2pyproject.toml
PyPIpython-pptx>=1.0.2pyproject.toml
PyPIopenpyxl>=3.1.5pyproject.toml
PyPIxlsxwriter>=3.2.0pyproject.toml
PyPIPyYAML>=6.0.2pyproject.toml
PyPIjsonschema>=4.23.0pyproject.toml
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npmreact-dom19.2.8webui/package.json
npmreact-markdown10.1.0webui/package.json
npmremark-gfm4.0.1webui/package.json
All dependencies 295

Full resolved dependency set from the GitHub dependency graph: 22 direct and 273 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmrrweb-cssom0.8.0indirect
npmsafer-buffer2.1.2indirect
npmsaxes6.0.0indirect
npmscheduler0.27.0indirect
npmsiginfo2.0.0indirect
npmsource-map-js1.2.1indirect
npmspace-separated-tokens2.0.2indirect
npmstackback0.0.2indirect
npmstd-env4.2.0indirect
npmstringify-entities4.0.4indirect
npmstrip-indent3.0.0indirect
npmstyle-to-js1.1.21indirect
npmstyle-to-object1.0.14indirect
npmsymbol-tree3.2.4indirect
npmtinybench2.9.0indirect
npmtinyexec1.3.0indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.1indirect
npmtldts6.1.86indirect
npmtldts-core6.1.86indirect
npmtough-cookie5.1.2indirect
npmtr465.1.1indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmtypescript7.0.2indirect
npmundici-types8.3.0indirect
npmunified11.0.5indirect
npmunist-util-is6.0.1indirect
npmunist-util-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.1.0indirect
npmunist-util-visit-parents6.0.2indirect
npmvfile6.0.3indirect
npmvfile-message4.0.3indirect
npmvite8.2.2indirect
npmvitest4.1.11indirect
npmw3c-xmlserializer5.0.0indirect
npmwebidl-conversions7.0.0indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwhatwg-url14.2.0indirect
npmwhy-is-node-running2.3.0indirect
npmws8.21.3indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmzwitch2.0.4indirect
PyPIboto3indirect
PyPIcoverageindirect
PyPIduckdb1.5.5indirect
PyPIfastapiindirect
PyPIhatchlingindirect
PyPImcpindirect
PyPIpandasindirect
PyPIplaywrightindirect
PyPIpsycopgindirect
PyPIpyarrowindirect
PyPIpyicebergindirect
PyPIpytestindirect
PyPIpytest-asyncioindirect
PyPIpytest-covindirect
PyPIruffindirect
PyPIskills-ref0.1.1indirect
PyPIsqlalchemyindirect
PyPIstarletteindirect
PyPItestcontainersindirect
PyPIuvicornindirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 259 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 36 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

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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.

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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 statisticsPyPI.