Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-21 05:16 UTC

alexmerced-oss / loro

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

PythonApache-2.0★ 0 stars⑂ 0 forkssince Jun 2026View on GitHub ↗
KindCommand-line toolWeb interfacehow this is determined

alexmerced-oss/loro holds a health index of 65 out of 100, placing it in the Good band. It scores highest on Engineering Quality (86/100) and lowest on Community & Adoption (29/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

65
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.

65
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 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).

Ownership

alexmerced-ossOrganization
0 followers5 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-agent0.22.05863122 days agoagentsclienterpriseicebergmemorypolaris

Metrics by category

Vitality

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

80Excellent · 21% of overall

Development activity

73Good
How it's scored
36/36Push recency — last push 2 days ago
9/36Commit cadence — 13/52 weeks with commits
18/18Commit volume — 196 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_year196
human_commit_share1
days_since_last_push2
active_weeks_last_year13

Release discipline

90Excellent
How it's scored
27/27Ships releases — 29 releases published
36/36Release recency — latest release 22 days ago
27/27Release cadence — a release every ~4.9 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count29
latest_release_tagv0.22.0
releases_from_tagsno
days_since_latest_release22
mean_days_between_releases4.9

Community & Adoption

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

29At Risk · 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

50Moderate
How it's scored
22.5/22.5README
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_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

46Weak
How it's scored
36.9/80Monthly downloads — 586 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesloro-agent
dependents—
ecosystemspypi
total_downloads—
monthly_downloads586
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?

51Moderate · 23% of overall

Maintainer resilience (bus factor)

13Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

67Good
How it's scored
0/42Issue resolution — no issues or no data
30/30PR acceptance — 5/5 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/2 approved changesets -- score normalized to 0
Inputs used
merged_prs5
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio—
closed_unmerged_prs0
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

41Weak
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
0/25Owner reach — 0 followers of alexmerced-oss
10.9/25Track record — 5 public repos, account ~2 yr old
Inputs used
followers0
owner_typeOrganization
is_verifiedno
owner_loginalexmerced-oss
public_repos5
account_age_days948

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 22 days ago
20/20Version history — 31 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesloro-agent
ecosystemspypi
any_deprecatedno
min_days_since_publish22

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 10 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://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?

49Weak · 16% of overall

Security posture

40Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 1 out of 1 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
0/7.5Code-Review — Found 0/2 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
2/5Security-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
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

Dependency advisories

85Excellent
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
10.2/25Indirect dependencies free of known advisories — 1 affected: certifi 2026.10.18 (high 7.4)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories2
affected_packages1
assessed_packages50
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages0
Matched the pypi:loro-agent@0.22.0 runtime dependency closure — what installing the published package pulls in — 50 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.

65Good · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 77 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.77
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

64Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — webui/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 63 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
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_files—
has_devcontainerno
has_linter_configyes
typecheck_configswebui/tsconfig.json
agent_commit_share0.63
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (webui/tsconfig.json)
54.8/55Manageable file sizes — 1/288 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes457,383
source_files_sampled288
oversized_source_files1

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples
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
196commits, last 12 months
2days since last push
29releases
1bus factor
0open issues
npm, PyPIpackage ecosystems

More detail

OpenSSF Scorecard 4.0 / 10
4.0aggregate

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 · 2026-10-21 05:16 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests1 out of 1 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 0/2 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
10Maintained30 commit(s) and 0 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
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Direct dependencies 23
RegistryPackageVersion constraintManifest
PyPIagent-approval-interchange>=0.2.0,<0.3pyproject.toml
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
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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
PyPIkeyring>=25.6.0pyproject.toml
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npmremark-gfm4.0.1webui/package.json
All dependencies 301

Full resolved dependency set from the GitHub dependency graph: 23 direct and 278 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIopen-agent-profile—direct
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npmobug2.1.4indirect
npmparse-entities4.0.2indirect
npmparse57.3.0indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.5indirect
npmpostcss8.5.26indirect
npmpretty-format27.5.1indirect
npmproperty-information7.2.0indirect
npmpunycode2.3.1indirect
npmreact-is17.0.2indirect
npmredent3.0.0indirect
npmremark-parse11.0.0indirect
npmremark-rehype11.1.2indirect
npmremark-stringify11.0.0indirect
npmrolldown1.2.5indirect
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
PyPIboto3—indirect
PyPIcoverage—indirect
PyPIduckdb1.5.5indirect
PyPIfastapi—indirect
PyPIhatchling—indirect
PyPImcp—indirect
PyPImypy—indirect
PyPIopentelemetry-api—indirect
PyPIopentelemetry-exporter-otlp-proto-http—indirect
PyPIopentelemetry-sdk—indirect
PyPIpandas—indirect
PyPIplaywright—indirect
PyPIpsycopg—indirect
PyPIpyarrow—indirect
PyPIpyiceberg—indirect
PyPIpytest—indirect
PyPIpytest-asyncio—indirect
PyPIpytest-cov—indirect
PyPIruff—indirect
PyPIskills-ref0.1.1indirect
PyPIsqlalchemy—indirect
PyPIstarlette—indirect
PyPItestcontainers—indirect
PyPItypes-pyyaml—indirect
PyPIuvicorn—indirect
Dependency advisories 1

Installing pypi:loro-agent@0.22.0 pulls in 50 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
certifi2026.10.18indirecthigh22026.10.19

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.