Public record
Software health reportschema 0.26.0 · metrics 2.10.0 · 2026-07-22 18:55 UTC

zylos-ai / zylos-core

🐙 Give your AI a life — open-source agent infrastructure for team collaboration.

JavaScriptMIT★ 1,136 stars⑂ 119 forkssince Feb 2026View on GitHub ↗
KindLibraryNetwork servicehow this is determined

zylos-ai/zylos-core holds a health index of 84 out of 100, placing it in the Excellent band. It scores highest on Vitality (89/100) and lowest on AI Readiness (56/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

84
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.

84
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 71 is calibrated to 84 on the published index scale (record calibration 2026-08-02).

Ownership

Zylos-AIOrganization
115 followers36 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
npmweb-console0.0.06513998 days ago

Metrics by category

Vitality

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

89Excellent · 21% of overall
How it's scored
36/36Push recencylast push 2 days ago
16.6/36Commit cadence24/52 weeks with commits
18/18Commit volume588 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year588
human_commit_share1
days_since_last_push2
active_weeks_last_year24

Release discipline

100Exceptional
How it's scored
27/27Ships releases50 releases published
36/36Release recencylatest release 8 days ago
27/27Release cadencea release every ~12 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count50
latest_release_tagv0.6.0
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases12
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?

84Excellent · 17% of overall
How it's scored
49.6/60Stars1,136 stars
17.3/25Forks119 forks
10.1/15Watchers66 watchers
Inputs used
forks119
stars1,136
watchers66
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
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_badges
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateyes

Sustainability & Governance

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

59Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
10.4/22.5Commit distributiontop contributor authored 54% of commits
13.5/13.5Contributor breadth19 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled19
top_contributor_share0.538
How it's scored
24.8/42Issue resolution59% of issues closed
27/30PR acceptance374/415 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Reviewall changesets reviewed
Inputs used
merged_prs374
open_issues103
closed_issues149
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.591
closed_unmerged_prs41
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
14.8/25Owner reach115 followers of zylos-ai
12.5/25Track record36 public repos, account ~0 yr old
Inputs used
followers115
owner_typeOrganization
is_verified
owner_loginzylos-ai
public_repos36
account_age_days191
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable1 package(s) on npm
4/35Publish recencylatest publish 3,998 days ago
4/20Version history1 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesweb-console
ecosystemsnpm
any_deprecatedno
min_days_since_publish3,998

Engineering Quality

Are baseline engineering and documentation practices in place?

65Good · 19% of overall
How it's scored
24/24CI workflows1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests0 out of 30 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://zylos.ai
10/10Repository description
10/10Topics6 topics
0/10Wiki
Inputs used
topicsai, ai-worker, own-your-data, personal-ai-assistant, self-evolving, team-collaboration
has_wikino
homepagehttps://zylos.ai
docs_sitehttps://zylos.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

62Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
4.5/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
0/2.5CI-Tests0 out of 30 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Reviewall changesets reviewed
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
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0/5SASTSAST tool is not run on all commits -- score normalized to 0
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
6.8/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.1
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.
How it's scored
10.2/35Direct dependencies free of known advisories3 affected: js-yaml 3.14.2 (high 7.5), js-yaml 4.1.1 (high 7.5), multer 2.1.1 (high 7.5)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
40/40No advisories left outstandingno advisory has been public longer than 90 days
Inputs used
sourceosv
advisories10
affected_packages7
assessed_packages413
unassessed_packages0
affected_by_severityhigh 5, low 2
direct_affected_packages3
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 413 resolved dependencies against OSV. 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.

56Moderate · 4% of overall
How it's scored
45/45Agent instructionsCLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history99 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.99
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes6,158
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
0/11Static type checking
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice62 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_configno
typecheck_configs
agent_commit_share0.62
toolchain_manifests
dependency_bot_commit_share0
How it's scored
0/45Type-checkable codeJavaScript without a type-check config
54/55Manageable file sizes4/229 source files over 60KB
Inputs used
primary_languageJavaScript
largest_source_bytes124,245
source_files_sampled229
oversized_source_files4
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files
interfaces_expected_ofnetwork-service

Key facts

1,136GitHub stars
19contributors
588commits, last 12 months
2days since last push
50releases
1bus factor
103open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package 'zylos' from its registry
  • Could not fetch npm package 'zylos-scheduler-v2' from its registry
  • Could not fetch npm package 'comm-bridge' from its registry
  • Could not fetch npm package 'zylos-memory' from its registry

More detail

Star and fork history 0 ★ / 119 ⇿
0Stars
119Forks
46Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

02040608010012011962026-022026-042026-07
Major 0Minor 6Patch 39
OpenSSF Scorecard 6.1 / 10
6.1aggregate

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 · 2026-07-22 18:54 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
0CI-Tests0 out of 30 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
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
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
Direct dependencies 15
RegistryPackageVersion constraintManifest
npmdotenv^16.4.7package.json
npmjs-yaml^4.1.1package.json
npmsmol-toml^1.6.1package.json
npmdotenv^16.6.1skills/activity-monitor/package.json
npmbetter-sqlite3^12.6.2skills/comm-bridge/package.json
npmbetter-sqlite3^12.6.2skills/scheduler/package.json
npmchrono-node^2.7.7skills/scheduler/package.json
npmcron-parser^4.9.0skills/scheduler/package.json
npmdotenv^16.6.1skills/scheduler/package.json
npmbetter-sqlite3^12.6.2skills/web-console/package.json
npmdotenv^16.6.1skills/web-console/package.json
npmexpress^4.18.2skills/web-console/package.json
npmmulter^2.1.1skills/web-console/package.json
npmws^8.20.1skills/web-console/package.json
npmdotenv^16.6.1skills/zylos-memory/package.json
All dependencies 413

Full resolved dependency set from the GitHub dependency graph: 10 direct and 403 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmistanbul-lib-coverage3.2.2indirect
npmistanbul-lib-instrument6.0.3indirect
npmistanbul-lib-report3.0.1indirect
npmistanbul-lib-source-maps5.0.6indirect
npmistanbul-reports3.2.0indirect
npmjackspeak3.4.3indirect
npmjest30.3.0indirect
npmjest-changed-files30.3.0indirect
npmjest-circus30.3.0indirect
npmjest-cli30.3.0indirect
npmjest-config30.3.0indirect
npmjest-diff30.3.0indirect
npmjest-docblock30.2.0indirect
npmjest-each30.3.0indirect
npmjest-environment-node30.3.0indirect
npmjest-haste-map30.3.0indirect
npmjest-leak-detector30.3.0indirect
npmjest-matcher-utils30.3.0indirect
npmjest-message-util30.3.0indirect
npmjest-mock30.3.0indirect
npmjest-pnp-resolver1.2.3indirect
npmjest-regex-util30.0.1indirect
npmjest-resolve30.3.0indirect
npmjest-resolve-dependencies30.3.0indirect
npmjest-runner30.3.0indirect
npmjest-runtime30.3.0indirect
npmjest-snapshot30.3.0indirect
npmjest-util30.3.0indirect
npmjest-validate30.3.0indirect
npmjest-watcher30.3.0indirect
npmjest-worker30.3.0indirect
npmjs-tokens4.0.0indirect
npmjsesc3.1.0indirect
npmjson-parse-even-better-errors2.3.1indirect
npmjson52.2.3indirect
npmleven3.1.0indirect
npmlines-and-columns1.2.4indirect
npmlocate-path5.0.0indirect
npmlru-cache10.4.3indirect
npmlru-cache5.1.1indirect
npmluxon3.7.2indirect
npmmake-dir4.0.0indirect
npmmakeerror1.0.12indirect
npmmath-intrinsics1.1.0indirect
npmmedia-typer0.3.0indirect
npmmerge-descriptors1.0.3indirect
npmmerge-stream2.0.0indirect
npmmethods1.1.2indirect
npmmime1.6.0indirect
npmmime-db1.52.0indirect
npmmime-types2.1.35indirect
npmmimic-fn2.1.0indirect
npmmimic-response3.1.0indirect
npmminimatch3.1.5indirect
npmminimatch9.0.9indirect
npmminimist1.2.8indirect
npmminipass7.1.3indirect
npmmkdirp-classic0.5.3indirect
npmms2.0.0indirect
npmms2.1.3indirect
npmnapi-build-utils2.0.0indirect
npmnapi-postinstall0.3.4indirect
npmnatural-compare1.4.0indirect
npmnegotiator0.6.3indirect
npmnode-abi3.87.0indirect
npmnode-int640.4.0indirect
npmnode-releases2.0.36indirect
npmnormalize-path3.0.0indirect
npmnpm-run-path4.0.1indirect
npmobject-inspect1.13.4indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmonetime5.1.2indirect
npmp-limit2.3.0indirect
npmp-limit3.1.0indirect
npmp-locate4.1.0indirect
npmp-try2.2.0indirect
npmpackage-json-from-dist1.0.1indirect
npmparse-json5.2.0indirect
npmparseurl1.3.3indirect
npmpath-exists4.0.0indirect
npmpath-is-absolute1.0.1indirect
npmpath-key3.1.1indirect
npmpath-scurry1.11.1indirect
npmpath-to-regexp0.1.13indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.4indirect
npmpirates4.0.7indirect
npmpkg-dir4.2.0indirect
npmprebuild-install7.1.3indirect
npmpretty-format30.3.0indirect
npmproxy-addr2.0.7indirect
npmpump3.0.3indirect
npmpure-rand7.0.1indirect
npmqs6.15.2indirect
npmrange-parser1.2.1indirect
npmraw-body2.5.3indirect
npmrc1.2.8indirect
npmreact-is18.3.1indirect
npmreadable-stream3.6.2indirect
npmrequire-directory2.1.1indirect
npmresolve-cwd3.0.0indirect
npmresolve-from5.0.0indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsemver6.3.1indirect
npmsemver7.7.3indirect
npmsemver7.7.4indirect
npmsend0.19.2indirect
npmserve-static1.16.3indirect
npmsetprototypeof1.2.0indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.0indirect
npmside-channel-list1.0.0indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsignal-exit3.0.7indirect
npmsignal-exit4.1.0indirect
npmsimple-concat1.0.1indirect
npmsimple-get4.0.1indirect
npmslash3.0.0indirect
npmsource-map0.6.1indirect
npmsource-map-support0.5.13indirect
npmsprintf-js1.0.3indirect
npmstack-utils2.0.6indirect
npmstatuses2.0.2indirect
npmstreamsearch1.1.0indirect
npmstring-length4.0.2indirect
npmstring-width4.2.3indirect
npmstring-width5.1.2indirect
npmstring_decoder1.3.0indirect
npmstrip-ansi6.0.1indirect
npmstrip-ansi7.2.0indirect
npmstrip-bom4.0.0indirect
npmstrip-final-newline2.0.0indirect
npmstrip-json-comments2.0.1indirect
npmstrip-json-comments3.1.1indirect
npmsupports-color7.2.0indirect
npmsupports-color8.1.1indirect
npmsynckit0.11.12indirect
npmtar-fs2.1.4indirect
npmtar-stream2.2.0indirect
npmtest-exclude6.0.0indirect
npmtmpl1.0.5indirect
npmtoidentifier1.0.1indirect
npmtslib2.8.1indirect
npmtunnel-agent0.6.0indirect
npmtype-detect4.0.8indirect
npmtype-fest0.21.3indirect
npmtype-is1.6.18indirect
npmtypedarray0.0.6indirect
npmundici-types7.18.2indirect
npmunpipe1.0.0indirect
npmunrs-resolver1.11.1indirect
npmupdate-browserslist-db1.2.3indirect
npmutil-deprecate1.0.2indirect
npmutils-merge1.0.1indirect
npmv8-to-istanbul9.3.0indirect
npmvary1.1.2indirect
npmwalker1.0.8indirect
npmwhich2.0.2indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrappy1.0.2indirect
npmwrite-file-atomic5.0.1indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyargs17.7.2indirect
npmyargs-parser21.1.1indirect
npmyocto-queue0.1.0indirect
Dependency advisories 7

This repository publishes no package the index resolves, so its own dependency graph was assessed — 413 packages, which also include development and test pins that never ship: 7 carry known advisories, of which 3 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
js-yaml3.14.2directhigh24.3.0
js-yaml4.1.1directhigh24.3.0
multer2.1.1directhigh23.0.0-alpha.2
brace-expansion1.1.13indirecthigh15.0.7
brace-expansion2.0.3indirecthigh15.0.7
@babel/core7.29.0indirectlow18.0.0-rc.6
body-parser1.20.4indirectlow12.3.0

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

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.

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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 v0.26.0 — full methodology · metrics wiki.

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