Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-19 18:46 UTC

hortator-ai / Hortator

A Kubernetes operator that lets AI agents spawn AI agents — with guardrails

Go · PythonMIT★ 34 stars⑂ 3 forkssince Feb 2026View on GitHub ↗
KindNetwork serviceCommand-line toolTerminal interfaceLibraryhow this is determined
#ai-agents#golang#helm#infrastructure#kubernetes#llm#multi-agent#operator#orchestration#guardrails

hortator-ai/Hortator holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (86/100) and lowest on Security (43/100). It was last updated 89 days ago. 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

hortator.aiOrganization
2 followers1 public reposince Feb 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/hortator-ai/Hortatorv0.7.0-22176 days ago

Metrics by category

Vitality

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

56Moderate · 21% of overall

Development activity

40Weak
How it's scored
18/36Push recency — last push 89 days ago
4.2/36Commit cadence — 6/52 weeks with commits
18/18Commit volume — 256 commits in the last year
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year256
human_commit_share0.9
days_since_last_push89
active_weeks_last_year6

Release discipline

81Excellent
How it's scored
27/27Ships releases — 21 releases published
27/36Release recency — latest release 176 days ago
27/27Release cadence — a release every ~4.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count21
latest_release_tagv0.7.0
releases_from_tagsno
days_since_latest_release176
mean_days_between_releases4.3

Community & Adoption

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

57Moderate · 17% of overall

Popularity & adoption

27At Risk
How it's scored
24.6/60Stars — 34 stars
2.5/25Forks — 3 forks
0/15Watchers — 0 watchers
Inputs used
forks3
stars34
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 (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_badges5
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Sustainability & Governance

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

46Weak · 23% of overall

Maintainer resilience (bus factor)

10Critical
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
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

57Moderate
How it's scored
0/42Issue resolution — no issues or no data
25.5/30PR acceptance — 97/114 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/22 approved changesets -- score normalized to 0
Inputs used
merged_prs97
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio—
closed_unmerged_prs17
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

37Weak
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
3.4/25Owner reach — 2 followers of hortator-ai
3.4/25Track record — 1 public repos, account ~0 yr old
Inputs used
followers2
owner_typeOrganization
is_verifiedno
owner_loginhortator-ai
public_repos1
account_age_days219

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 176 days ago
20/20Version history — 22 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/hortator-ai/Hortator
ecosystemsgo
any_deprecatedno
min_days_since_publish176

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 28 out of 28 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://hortator.ai
10/10Repository description
10/10Topics — 10 topics
0/10Wiki
Inputs used
topicsai-agents, golang, helm, infrastructure, kubernetes, llm, multi-agent, operator, orchestration, guardrails
has_wikino
homepagehttps://hortator.ai
docs_sitehttps://hortator.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

43Weak · 16% of overall

Security posture

38Weak
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
2.5/2.5CI-Tests — 28 out of 28 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 0/22 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
5/5Packaging — packaging workflow detected
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
5/5Security-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
0/7.5Vulnerabilities — 29 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.8

Dependency advisories

64Moderate
How it's scored
14/35Direct dependencies free of known advisories — 1 affected: go.opentelemetry.io/otel v1.40.0 (high 7.5)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
33.7/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 164 days ago
Inputs used
sourceosv
advisories33
affected_packages12
assessed_packages225
unassessed_packages4
affected_by_severitycritical 1, high 5, moderate 2, low 1, unknown 3
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 225 resolved dependencies against OSV. 4 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.

66Good · 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 — 89 of 90 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.989
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

82Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — sdk/typescript/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 10 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configssdk/typescript/tsconfig.json
agent_commit_share0.01
toolchain_manifestsgo.mod
dependency_bot_commit_share0.1

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/107 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes43,537
source_files_sampled107
oversized_source_files0

Machine-readable interfaces

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

Key facts

34GitHub stars
1contributors
256commits, last 12 months
89days since last push
21releases
1bus factor
0open issues
Gopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks
1Releases

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.

12233312026-022026-042026-06
Major 0Minor 1Patch 0
OpenSSF Scorecard 3.8 / 10
3.8aggregate

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 · 2026-09-19 18:45 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests28 out of 28 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 0/22 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
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
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities29 existing vulnerabilities detected
Direct dependencies 14
RegistryPackageVersion constraintManifest
Gogithub.com/charmbracelet/bubblesv1.0.0go.mod
Gogithub.com/charmbracelet/bubbleteav1.3.10go.mod
Gogithub.com/charmbracelet/lipglossv1.1.0go.mod
Gogithub.com/onsi/ginkgo/v2v2.28.0go.mod
Gogithub.com/onsi/gomegav1.39.1go.mod
Gogithub.com/prometheus/client_golangv1.19.1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogo.opentelemetry.io/otelv1.40.0go.mod
Gogo.opentelemetry.io/otel/tracev1.40.0go.mod
Gok8s.io/apiv0.35.2go.mod
Gok8s.io/apimachineryv0.35.2go.mod
Gok8s.io/client-gov0.35.0go.mod
Gok8s.io/utilsv0.0.0-20251002143259-bc988d571ff4go.mod
Gosigs.k8s.io/controller-runtimev0.20.0go.mod
All dependencies 229

Full resolved dependency set from the GitHub dependency graph: 14 direct and 215 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npm@types/chai5.2.3indirect
npm@types/deep-eql4.0.2indirect
npm@types/estree1.0.8indirect
npm@vitest/expect4.0.18indirect
npm@vitest/mocker4.0.18indirect
npm@vitest/pretty-format4.0.18indirect
npm@vitest/runner4.0.18indirect
npm@vitest/snapshot4.0.18indirect
npm@vitest/spy4.0.18indirect
npm@vitest/utils4.0.18indirect
npmacorn8.15.0indirect
npmany-promise1.3.0indirect
npmassertion-error2.0.1indirect
npmbundle-require5.1.0indirect
npmcac6.7.14indirect
npmchai6.2.2indirect
npmchokidar4.0.3indirect
npmcommander4.1.1indirect
npmconfbox0.1.8indirect
npmconsola3.4.2indirect
npmdebug4.4.3indirect
npmes-module-lexer1.7.0indirect
npmesbuild0.27.3indirect
npmestree-walker3.0.3indirect
npmexpect-type1.3.0indirect
npmfdir6.5.0indirect
npmfix-dts-default-cjs-exports1.0.1indirect
npmfsevents2.3.3indirect
npmjoycon3.1.1indirect
npmlilconfig3.1.3indirect
npmlines-and-columns1.2.4indirect
npmload-tsconfig0.2.5indirect
npmmagic-string0.30.21indirect
npmmlly1.8.0indirect
npmms2.1.3indirect
npmmz2.7.0indirect
npmnanoid3.3.11indirect
npmobject-assign4.1.1indirect
npmobug2.1.1indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.4indirect
npmpirates4.0.7indirect
npmpkg-types1.3.1indirect
npmpostcss8.5.6indirect
npmpostcss-load-config6.0.1indirect
npmreaddirp4.1.2indirect
npmresolve-from5.0.0indirect
npmrollup4.59.0indirect
npmsiginfo2.0.0indirect
npmsource-map0.7.6indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstd-env3.10.0indirect
npmsucrase3.35.1indirect
npmthenify3.3.1indirect
npmthenify-all1.6.0indirect
npmtinybench2.9.0indirect
npmtinyexec0.3.2indirect
npmtinyexec1.0.2indirect
npmtinyglobby0.2.15indirect
npmtinyrainbow3.0.3indirect
npmtree-kill1.2.2indirect
npmts-interface-checker0.1.13indirect
npmtsup8.5.1indirect
npmtypescript5.9.3indirect
npmufo1.6.3indirect
npmvite7.3.1indirect
npmvitest4.0.18indirect
npmwhy-is-node-running2.3.0indirect
PyPIbeautifulsoup4—indirect
PyPIhttpx—indirect
PyPIlitellm—indirect
PyPIpydantic—indirect
Dependency advisories 12

This repository publishes no package the index resolves, so its own dependency graph was assessed — 225 packages, which also include development and test pins that never ship: 12 carry known advisories, of which 1 are direct. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
vitest4.0.18indirectcritical25.0.0-rc.2
go.opentelemetry.io/otelv1.40.0directhigh21.41.0
github.com/moby/spdystreamv0.5.0indirecthigh20.5.1
nanoid3.3.11indirecthigh35.1.16
postcss8.5.6indirecthigh48.5.23
vite7.3.1indirecthigh58.0.16
@vitest/mocker4.0.18indirectmoderate15.0.0-rc.2
golang.org/x/netv0.49.0indirectmoderate91.27.0-rc.3
esbuild0.27.3indirectlow10.28.1
golang.org/x/modv0.32.0indirectunknown21.27.0-rc.3
golang.org/x/sysv0.40.0indirectunknown10.44.0
golang.org/x/textv0.33.0indirectunknown10.39.0

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 — Go.