karafka/karafka-web holds a health index of 83 out of 100, placing it in the Excellent band. It scores highest on Vitality (96/100) and lowest on AI Readiness (47/100). It was last updated today. A single contributor accounts for most of its recent work.
83
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.
83
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)
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 70 is calibrated to 83 on the published index scale (record calibration 2026-08-02).
Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25
Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40
No advisories left outstanding — no advisory carries a publication date
Inputs used
source
osv
advisories
0
affected_packages
0
assessed_packages
334
unassessed_packages
6
affected_by_severity
none
direct_affected_packages
0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 334 resolved dependencies against OSV. 6 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.
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.
Type-checkable code — Ruby without a type-check config
54.7/55
Manageable file sizes — 3/613 source files over 60KB
Inputs used
primary_language
Ruby
largest_source_bytes
384,803
source_files_sampled
613
oversized_source_files
3
Key facts
59GitHub stars
5contributors
402commits, last 12 months
0days since last push
48releases
1bus factor
34open issues
npm, RubyGemspackage ecosystems
Data collection warnings
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 13 ⇿
0Stars
13Forks
47Releases
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.
Major 0Minor 6Patch 29
Each point covers 4 days.
OpenSSF Scorecard 5.9 / 10
5.9aggregate
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 · 2026-07-28 15:26 UTC
Full resolved dependency set from the GitHub dependency graph: 0 direct and 340 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
npm
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5.2.0
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@nodelib/fs.stat
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4.0.0
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3.0.0
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d
1.0.2
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daisyui
5.7.0
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graceful-fs
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gulp-cli
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gulp-concat
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gulp-sourcemaps
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lilconfig
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lostconf
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lru-queue
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make-error
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make-error-cause
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map-cache
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memoizee
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merge2
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micromatch
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ms
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mute-stdout
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next-tick
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normalize-path
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object-assign
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object.defaults
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object.pick
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once
1.4.0
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parent-module
2.0.0
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parse-filepath
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parse-passwd
1.0.0
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path-parse
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path-root
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path-root-regex
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1.1.1
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picomatch
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picomatch
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postcss
8.5.23
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postcss-cli
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postcss-load-config
5.1.0
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postcss-value-parser
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2.3.8
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3.6.0
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reusify
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streamx
2.28.0
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string-width
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2.3.3
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teex
1.0.1
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text-decoder
1.2.7
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thenby
1.4.1
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through2
2.0.5
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3.0.2
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timers-ext
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tinyglobby
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to-regex-range
5.0.1
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to-through
3.0.0
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tslib
2.8.1
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2.7.3
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uglify-js
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1.0.2
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4.0.1
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4.0.0
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2.2.1
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vinyl
3.0.1
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vinyl-contents
2.0.0
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vinyl-fs
4.0.2
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vinyl-sourcemap
2.0.0
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0.2.1
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which
1.3.1
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wrap-ansi
7.0.0
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wrappy
1.0.2
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xtend
4.0.2
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y18n
5.0.8
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yaml
2.9.0
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yargs
16.2.2
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yargs
17.7.3
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20.2.9
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21.1.1
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RubyGems
byebug
13.0.0
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RubyGems
concurrent-ruby
1.3.7
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RubyGems
drb
2.2.3
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RubyGems
erubi
—
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RubyGems
erubi
1.13.1
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RubyGems
et-orbi
1.4.0
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RubyGems
ffi
1.17.4
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RubyGems
fugit
1.13.0
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RubyGems
io-console
0.8.2
indirect
RubyGems
json
2.20.0
indirect
RubyGems
karafka
—
indirect
RubyGems
karafka
2.6.0.beta1
indirect
RubyGems
karafka-core
—
indirect
RubyGems
karafka-core
2.6.2
indirect
RubyGems
karafka-rdkafka
0.27.2
indirect
RubyGems
logger
1.7.0
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RubyGems
mini_portile2
2.8.9
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RubyGems
minitest
6.0.6
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RubyGems
mocha
3.1.0
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RubyGems
nokogiri
1.19.4
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RubyGems
ostruct
0.6.3
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RubyGems
prism
1.9.0
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RubyGems
raabro
1.4.0
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racc
1.8.1
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RubyGems
rack
3.2.6
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RubyGems
rack-test
2.2.0
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RubyGems
rackup
—
indirect
RubyGems
rackup
0.2.3
indirect
RubyGems
rake
13.4.2
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RubyGems
reline
0.6.3
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RubyGems
roda
—
indirect
RubyGems
roda
3.105.0
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RubyGems
ruby2_keywords
0.0.5
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RubyGems
simplecov
1.0.2
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RubyGems
tilt
—
indirect
RubyGems
tilt
2.7.0
indirect
RubyGems
tzinfo
2.0.6
indirect
RubyGems
warning
1.6.0
indirect
RubyGems
waterdrop
2.10.2
indirect
RubyGems
webrick
1.9.2
indirect
RubyGems
zeitwerk
2.8.2
indirect
Dependency advisories 0
This repository publishes no package the index resolves, so its own dependency graph was assessed — 334 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 6 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
{
"data": {
"repo": {
"topics": [
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"body": "* Fix ttl integer-division and utilization epsilon precision bugs\n\nTwo pre-existing precision bugs, flagged by a Copilot review on the\nAggregators::State pipeline refactor and confirmed to also affect\nAggregators::Metrics:\n\n- evict_expired_processes computed the ttl window via integer division\n (co\n[…]\nve-processes case.\n\nBoth fixes are covered by regression tests that fail against the old\ncode (verified) and pass against the fix.\n\n* Remove redundant explanatory comment on the ttl float-division fix",
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"body": "The assert_ok diagnostic added in #1129 finally surfaced the real cause of\nthe intermittent, seemingly-unrelated Pro Explorer CI flakes: not a Kafka\nbroker/timing race (which several prior commits worked around without\naddressing), but Ruby's object-shape warning being turned into a hard\nRuntimeErro\n[…]\n minitest's random run order, which is\nwhy this surfaced as an unrelated-looking flake (always in the Explorer\nspec, but with an unhelpful generic 500 page) rather than a stable,\nreproducible failure.",
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"body": "* Show Pro-gated nav info inline instead of fully redirecting\n\nSidebar items for Pro-only features (Health, Explorer, Cron, Schedules,\nDead, Topics) were disabled-looking <a href> links, but a misclick still\nnavigated all the way to a full-screen \"Pro Feature\" upsell page with no\napp chrome, losing \n[…]\ndes at\nlib/karafka/web/pro/ui/views/{dashboard,cluster,errors}/ that restore\nthe working links for Pro users, picked up automatically via Roda's\nview path fallback (pro/ui/views first, then ui/views).",
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"oid": "0b5b4a47dcb990d022cd4b1a2b585f4f1ae9ff68",
"body": ".row-table had drifted to a single real caller (the Pro per-topic\nErrors table) against 45+ real uses of .data-table, and used a\ndifferent button-alignment convention (text-center vs. data-table's\ntext-right) than every other action column in the app.\n\n- Switch the one real .row-table user to .data-\n[…]\nreferences in the badge/btn utilities.\n- Remove the style-guide demo section documenting the retired\n primitive.\n- Fix a stale \".row-table\" label left over in an unrelated\n .data-table demo section.",
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"body": "- Health and Recurring Tasks tab bars hand-rolled col-span-12 mb-9\n instead of the shared tab-container-wrapper class already used by\n every other tab bar in the app (Cluster, Consumers, Jobs, Topics).\n- Scheduled Messages' per-partition schedule heading used h3/.h3\n where the equivalent per-group heading on Health pages (Overview,\n Lags, Offsets, Changes, Cluster Lags) uses h2/.h2.",
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"body": "* Normalize styling inconsistencies found in a #906 audit\n\nFixes a batch of concrete inconsistencies/bugs found while auditing\nissue #906 (styling normalization across views):\n\n- Fix data-table-wraper typo in Cluster replication view, which left\n the table entirely unstyled.\n- Render Cluster::_conf\n[…]\nch\" used icon(:x_circle) (a passive\n status/error glyph used elsewhere to mean \"this failed\"), instead\n of icon(:trash), the icon already established for every other\n removal action (Delete Topic).",
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"body": "A long, unbreakable topic name (e.g. a long dotted/underscored name\non the Pro Explorer topic page) was \"swallowed\" by the page title and\ncaused the breadcrumbs bar above it to blow out past the viewport.\nBoth the title wrapper and breadcrumbs-wrapper are flex/grid items\nwith a default min-width: au\n[…]\n-width: 0\n- the title text wraps via a new page-title utility (overflow-wrap:\n anywhere)\n- the breadcrumbs list now wraps onto multiple lines instead of\n relying on an easy-to-miss horizontal scroll",
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"body": "…s (#1108)\n\n* Fix long topic names overflowing their tile in Pro Explorer/DLQ/Topics\n\nLong dotted/underscored topic names (e.g. my.really.long.topic.name)\nhave no natural line-break opportunities, so with no overflow-wrap\nfallback they spilled out of their narrow grid cell at the lg: 4-column\nbreakp\n[…]\nic name in a \"successfully created\"\nnotice) pushed past the alert's right edge instead of wrapping. Add\noverflow-wrap: anywhere and min-width: 0 to the message span so it\nwraps within the box instead.",
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"body": "…age (#1107)\n\n* Remove the OSS Karafka Pro banner and add a Pro card to the Support page\n\nThe blue \"support Karafka Pro\" banner was rendered on every Web UI\npage for non-Pro users, which came across as aggressive given that\nusers are already aware Karafka has a Pro offering. It's replaced\nwith a sin\n[…]\nmissing pro timing data for new support_controller_test.rb\n\nRef pro/loader_test.rb's timing-completeness check, which requires\nevery pro test file to have a recorded duration in test/timings/pro.json.",
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"headline": "Rebuild assets after dependency update (#1105)",
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"oid": "1854e310f2254aa39352260c51578c3928b87aa2",
"body": "* Update dependency daisyui to v5.6.7\n\nRef #1097\n\n* Rebuild assets after dependency update",
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"headline": "Update daisyui 5.6 (#1104)",
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"body": "Register the Web UI topics via Karafka::App.declaratives.draw (Karafka\n2.6.0.beta1) instead of the deprecated routing config(active: false)\nbridge. Topics stay active false since the Web UI manages their\ncreation and replication factor itself.",
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"body": "Docker Hub registry occasionally times out on GH Actions infrastructure,\ncausing the single-retry pattern to fail both attempts. Replace with a\n5-attempt loop with linear backoff (15s/30s/45s/60s) and a compose down\nbetween retries to ensure a clean state on each attempt.",
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{
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{
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"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "38 followers of karafka",
"points": 11.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 38,
"login": "karafka"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "18 public repos, account ~11 yr old",
"points": 21.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 18
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"karafka-web"
],
"ecosystems": "rubygems",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on rubygems",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "rubygems"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "65 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 65
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 67,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 5
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".rubocop.yml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".rubocop.yml"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "23 out of 29 merged PRs checked by a CI test -- score normalized to 7",
"points": 14,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [
"kafka-consumer",
"kafka-manager",
"kafka-monitor",
"kafka-monitoring",
"kafka-monitoring-dashboards",
"kafka-producer",
"kafka-ui",
"karafka",
"karafka-framework",
"rails",
"ruby",
"ruby-on-rails",
"streaming",
"streaming-data",
"web-"
],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "15 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 15
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 67,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 5.9
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "23 out of 29 merged PRs checked by a CI test -- score normalized to 7",
"points": 1.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/21 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 7",
"points": 3.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 334 resolved dependencies against OSV; 6 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.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 334
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 6
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 334,
"unassessed_packages": 6,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 334,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 14
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "weak",
"name": "AI Readiness",
"value": 47,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "80 of 80 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 80,
"sampled": 80
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Gemfile.lock",
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".rubocop.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".rubocop.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 7",
"points": 7,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Ruby",
"largest_source_bytes": 384803,
"source_files_sampled": 613,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Ruby without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Ruby"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/613 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 613,
"oversized": 3
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [
"library"
],
"labels": [
"library"
],
"scores": {
"web-ui": 2,
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:rubygems",
"weight": 6
},
{
"tier": "description",
"label": "web-ui",
"source": "description:web-ui",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-28T15:27:06.775957Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/karafka/karafka-web.svg",
"full_name": "karafka/karafka-web",
"license_state": "custom",
"license_spdx": null
}
Related records
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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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
