Public record
Software health reportschema 0.15.0 · metrics 2.10.0 · 2026-07-20 09:46 UTC

scalytics / kafSIEM

Entity graph platform for air-gapped defense and critical infrastructure. Kafka-native OSINT, OT fusion, and immutable provenance on every edge.

Go · TypeScriptApache-2.0★ 63 stars⑂ 14 forkssince Mar 2026View on GitHub ↗
KindWeb interfacehow this is determined

scalytics/kafSIEM holds a health index of 80 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (90/100) and lowest on Community & Adoption (44/100). It was last updated today. A single contributor accounts for most of its recent work.

80
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.

80
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 68 is calibrated to 80 on the published index scale (record calibration 2026-08-02).

Ownership

ScalyticsOrganization
13 followers21 public repossince Nov 2019

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/scalytics/kafSIEMv1.8.2-1910 days ago

Metrics by category

Vitality

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

80Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
9/36Commit cadence13/52 weeks with commits
18/18Commit volume542 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year542
human_commit_share
days_since_last_push0
active_weeks_last_year13
How it's scored
27/27Ships releases19 releases published
36/36Release recencylatest release 10 days ago
27/27Release cadencea release every ~12.1 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count19
latest_release_tagv1.8.2
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases12.1

Community & Adoption

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

44Weak · 17% of overall
How it's scored
29.1/60Stars63 stars
9.3/25Forks14 forks
0/15Watchers0 watchers
Inputs used
forks14
stars63
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
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

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
1.9/22.5Commit distributiontop contributor authored 91% of commits
5.4/13.5Contributor breadth4 contributors
10/10OpenSSF Scorecard: Contributorsproject has 4 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled4
top_contributor_share0.914
How it's scored
7/42Issue resolution17% of issues closed
25.2/30PR acceptance47/56 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_prs47
open_issues5
closed_issues1
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.167
closed_unmerged_prs9
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
8.2/25Owner reach13 followers of scalytics
21.8/25Track record21 public repos, account ~6 yr old
Inputs used
followers13
owner_typeOrganization
is_verified
owner_loginscalytics
public_repos21
account_age_days2,446
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on go
35/35Publish recencylatest publish 10 days ago
20/20Version history19 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/scalytics/kafSIEM
ecosystemsgo
any_deprecatedno
min_days_since_publish10

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall
How it's scored
24/24CI workflows5 workflow(s)
24/24Tests present
16/16Linter configeslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests25 out of 25 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

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://osint.scalytics.io
10/10Repository description
10/10Topics8 topics
10/10Wiki
Inputs used
topicsgo, open-source, osint, scalytics, intelligence, siem, streaming-intelligence, open-source-security-monitoring
has_wikiyes
homepagehttps://osint.scalytics.io
docs_sitehttps://osint.scalytics.io
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
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionbranch protection not enabled on development/release branches
2.5/2.5CI-Tests25 out of 25 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
7.5/7.5Code-Reviewall changesets reviewed
2.5/2.5Contributorsproject has 4 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 6 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
5/5SASTSAST tool is run on all commits
0/5Security-Policysecurity policy file not detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.1

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
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit historyno data
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
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
11/11Lint / format configeslint.config.js
11/11Static type checkingtsconfig.json
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno data
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
1/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configstsconfig.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 codeGo (statically typed)
54.2/55Manageable file sizes4/283 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes200,567
source_files_sampled283
oversized_source_files4
How it's scored
40/40API schema (OpenAPI/GraphQL/proto)api/openapi.yaml
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_filesapi/openapi.yaml
interfaces_expected_of
Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

63GitHub stars
4contributors
542commits, last 12 months
0days since last push
19releases
1bus factor
5open issues
Go, npmpackage ecosystems

More detail

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 · 2026-07-20 09:45 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 4 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 6 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 20
RegistryPackageVersion constraintManifest
Gogithub.com/andybalholm/brotliv1.2.2go.mod
Gogithub.com/chromedp/cdprotov0.0.0-20260714215040-dc233986426fgo.mod
Gogithub.com/chromedp/chromedpv0.16.0go.mod
Gogithub.com/go-chi/chi/v5v5.3.1go.mod
Gogithub.com/refraction-networking/utlsv1.8.2go.mod
Gogithub.com/twmb/franz-gov1.21.5go.mod
Gogithub.com/twmb/franz-go/pkg/kmsgv1.13.1go.mod
Gogolang.org/x/netv0.57.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomodernc.org/sqlitev1.53.0go.mod
npmclsx^2.1.1package.json
npmcytoscape^3.34.0package.json
npmleaflet^1.9.4package.json
npmleaflet.heat^0.2.0package.json
npmleaflet.markercluster^1.5.3package.json
npmlucide-react^1.24.0package.json
npmreact^19.2.7package.json
npmreact-dom^19.2.7package.json
npmtailwind-merge^3.4.0package.json
npmthree^0.183.2package.json
All dependencies 350

Full resolved dependency set from the GitHub dependency graph: 20 direct and 330 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/andybalholm/brotliv1.2.2direct
Gogithub.com/chromedp/cdprotov0.0.0-20260714215040-dc233986426fdirect
Gogithub.com/chromedp/chromedpv0.16.0direct
Gogithub.com/go-chi/chi/v5v5.3.1direct
Gogithub.com/refraction-networking/utlsv1.8.2direct
Gogithub.com/twmb/franz-gov1.21.5direct
Gogithub.com/twmb/franz-go/pkg/kmsgv1.13.1direct
Gogolang.org/x/netv0.57.0direct
Gogopkg.in/yaml.v3v3.0.1direct
Gomodernc.org/sqlitev1.53.0direct
npmclsx2.1.1direct
npmcytoscape3.34.0direct
npmleaflet1.9.4direct
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npmleaflet.markercluster1.5.3direct
npmlucide-react1.24.0direct
npmreact19.2.7direct
npmreact-dom19.2.7direct
npmtailwind-merge3.4.0direct
npmthree0.183.2direct
Gogithub.com/chromedp/sysutilv1.1.0indirect
Gogithub.com/dustin/go-humanizev1.0.1indirect
Gogithub.com/go-json-experiment/jsonv0.0.0-20260623181947-01eb4420fa68indirect
Gogithub.com/gobwas/httpheadv0.1.0indirect
Gogithub.com/gobwas/poolv0.2.1indirect
Gogithub.com/gobwas/wsv1.4.0indirect
Gogithub.com/google/uuidv1.6.0indirect
Gogithub.com/klauspost/compressv1.18.6indirect
Gogithub.com/mattn/go-isattyv0.0.20indirect
Gogithub.com/ncruces/go-strftimev1.0.0indirect
Gogithub.com/pierrec/lz4/v4v4.1.26indirect
Gogithub.com/remyoudompheng/bigfftv0.0.0-20230129092748-24d4a6f8daecindirect
Gogolang.org/x/cryptov0.54.0indirect
Gogolang.org/x/sysv0.47.0indirect
Gogolang.org/x/textv0.40.0indirect
Gomodernc.org/libcv1.73.4indirect
Gomodernc.org/mathutilv1.7.1indirect
Gomodernc.org/memoryv1.11.0indirect
npm@adobe/css-tools4.4.4indirect
npm@asamuzakjp/css-color5.1.11indirect
npm@asamuzakjp/dom-selector7.1.1indirect
npm@asamuzakjp/generational-cache1.0.1indirect
npm@asamuzakjp/nwsapi2.3.9indirect
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npmindent-string4.0.0indirect
npmis-extglob2.1.1indirect
npmis-glob4.0.3indirect
npmis-potential-custom-element-name1.0.1indirect
npmisexe2.0.0indirect
npmjiti2.7.0indirect
npmjs-tokens4.0.0indirect
npmjs-yaml4.3.0indirect
npmjsdom29.1.1indirect
npmjsesc3.1.0indirect
npmjson-buffer3.0.1indirect
npmjson-schema-traverse0.4.1indirect
npmjson-stable-stringify-without-jsonify1.0.1indirect
npmjson52.2.3indirect
npmkeyv4.5.4indirect
npmlevn0.4.1indirect
npmlightningcss1.32.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmlocate-path6.0.0indirect
npmlodash.merge4.6.2indirect
npmlru-cache11.5.2indirect
npmlru-cache5.1.1indirect
npmlz-string1.5.0indirect
npmmagic-string0.30.21indirect
npmmdn-data2.27.1indirect
npmmeshoptimizer1.0.1indirect
npmmin-indent1.0.1indirect
npmminimatch3.1.5indirect
npmms2.1.3indirect
npmnanoid3.3.12indirect
npmnatural-compare1.4.0indirect
npmnode-releases2.0.27indirect
npmobug2.1.1indirect
npmoptionator0.9.4indirect
npmp-limit3.1.0indirect
npmp-locate5.0.0indirect
npmparent-module1.0.1indirect
npmparse58.0.1indirect
npmpath-exists4.0.0indirect
npmpath-key3.1.1indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.4indirect
npmpostcss8.5.15indirect
npmprelude-ls1.2.1indirect
npmpretty-format27.5.1indirect
npmpunycode2.3.1indirect
npmreact-is17.0.2indirect
npmredent3.0.0indirect
npmrequire-from-string2.0.2indirect
npmresolve-from4.0.0indirect
npmrolldown1.0.3indirect
npmsaxes6.0.0indirect
npmscheduler0.27.0indirect
npmsemver6.3.1indirect
npmsemver7.8.5indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsiginfo2.0.0indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstd-env4.0.0indirect
npmstrip-indent3.0.0indirect
npmstrip-json-comments3.1.1indirect
npmsupports-color7.2.0indirect
npmsymbol-tree3.2.4indirect
npmtailwindcss4.3.1indirect
npmtapable2.3.3indirect
npmtinybench2.9.0indirect
npmtinyexec1.0.4indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.0indirect
npmtldts7.0.27indirect
npmtldts-core7.0.27indirect
npmtough-cookie6.0.1indirect
npmtr466.0.0indirect
npmts-api-utils2.5.0indirect
npmtslib2.8.1indirect
npmtype-check0.4.0indirect
npmtypescript5.9.3indirect
npmtypescript-eslint8.63.0indirect
npmundici7.28.0indirect
npmundici-types7.16.0indirect
npmupdate-browserslist-db1.2.3indirect
npmuri-js4.4.1indirect
npmvite8.0.16indirect
npmvitest4.1.10indirect
npmw3c-xmlserializer5.0.0indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmyallist3.1.1indirect
npmyocto-queue0.1.0indirect
npmzod4.3.6indirect
npmzod-validation-error4.0.2indirect
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 v0.15.0 — full methodology · metrics wiki.

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