Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-19 06:46 UTC

james-see / swatchify

Extract dominant colors from images using k-means clustering

Go · TypeScript · HTMLMIT★ 72 stars⑂ 0 forkssince Nov 2025View on GitHub ↗
KindLibraryCommand-line toolhow this is determined

james-see/swatchify holds a health index of 50 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (69/100) and lowest on Security (32/100). It was last updated 26 days ago. A single contributor accounts for most of its recent work.

50
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.

50
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 50 is calibrated to 50 on the published index scale (record calibration 2026-08-02).

Ownership

JCPersonal account
149 followers173 public repossince Feb 2011

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
Gogithub.com/james-see/swatchifyv0.4.0-427 days ago
npmswatchme0.1.0311225 days agocolorpaletteextractdominantkmeansimageswatchbrowser

Metrics by category

Vitality

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

58Moderate · 21% of overall
How it's scored
28.8/36Push recencylast push 26 days ago
2.1/36Commit cadence3/52 weeks with commits
11.1/18Commit volume16 commits in the last year
0/10OpenSSF Scorecard: Maintained1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year16
human_commit_share
days_since_last_push26
active_weeks_last_year3
How it's scored
27/27Ships releases4 releases published
36/36Release recencylatest release 26 days ago
19.8/27Release cadencea release every ~79.1 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count4
latest_release_tagv0.4.0
releases_from_tagsno
days_since_latest_release26
mean_days_between_releases79.1

Community & Adoption

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

36Weak · 17% of overall
How it's scored
30/60Stars72 stars
0/25Forks0 forks
0/15Watchers0 watchers
Inputs used
forks0
stars72
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno
How it's scored
20.1/80Monthly downloads31 downloads/month across go, npm
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesgithub.com/james-see/swatchify, swatchme
dependents
ecosystemsgo, npm
total_downloads
monthly_downloads31
unverified_packages_excluded
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

48Weak · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
0/10OpenSSF Scorecard: Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/42Issue resolution0% of issues closed
30/30PR acceptance1/1 decided PRs merged
13/13Newcomer PR acceptance1/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/16 approved changesets -- score normalized to 0
Inputs used
merged_prs1
open_issues1
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio0
closed_unmerged_prs0
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
15.6/25Owner reach149 followers of james-see
25/25Track record173 public repos, account ~15 yr old
Inputs used
followers149
owner_typeUser
is_verified
owner_loginjames-see
public_repos173
account_age_days5,665
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable2 package(s) on go, npm
35/35Publish recencylatest publish 27 days ago
12/20Version history4 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/james-see/swatchify, swatchme
ecosystemsgo, npm
any_deprecatedno
min_days_since_publish27

Engineering Quality

Are baseline engineering and documentation practices in place?

69Good · 19% of overall
How it's scored
24/24CI workflows2 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests0 out of 1 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

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://james-see.github.io/swatchify/
10/10Repository description
10/10Topics5 topics
10/10Wiki
Inputs used
topicscli, color-palette, color-schemes, colors, image-analysis
has_wikiyes
homepagehttps://james-see.github.io/swatchify/
docs_sitehttps://james-see.github.io/swatchify/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

32At Risk · 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
0/2.5CI-Tests0 out of 1 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
0/7.5Code-ReviewFound 0/16 approved changesets -- score normalized to 0
0/2.5Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
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
0/7.5Maintained1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
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
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
0/7.5Vulnerabilities37 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate2.4
How it's scored
13.7/35Direct dependencies free of known advisories2 affected: golang.org/x/image v0.14.0 (high 7.5), github.com/disintegration/imaging v1.6.2 (low)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
33/40No advisories left outstanding2 advisory-carrying package(s) unaddressed past 90 days; oldest published 1,079 days ago
Inputs used
sourceosv
advisories45
affected_packages16
assessed_packages165
unassessed_packages0
affected_by_severitycritical 1, high 10, moderate 3, low 1, unknown 1
direct_affected_packages2
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 165 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.

58Moderate · 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
12.6/18One-command bootstrapgo.mod (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checkingjs/tsconfig.json
10/10Reproducible environmentlockfile
0/10Demonstrated agent practiceno data
0/8Automated maintenanceno data
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configsjs/tsconfig.json
agent_commit_share
toolchain_manifestsgo.mod
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
45/45Type-checkable codeGo (statically typed)
55/55Manageable file sizes0/20 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes6,807
source_files_sampled20
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexample, examples
Inputs used
example_dirsexample, examples
has_mcp_signalno
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

72GitHub stars
1contributors
16commits, last 12 months
26days since last push
4releases
1bus factor
1open issues
Go, npmpackage ecosystems

Data collection warnings

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

More detail

OpenSSF Scorecard 2.4 / 10
2.4aggregate

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 · 2026-08-19 06:46 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 1 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/16 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained1 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
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
0Vulnerabilities37 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
Gogithub.com/disintegration/imagingv1.6.2go.mod
Gogithub.com/spf13/cobrav1.8.0go.mod
Gogolang.org/x/imagev0.14.0go.mod
All dependencies 165

Full resolved dependency set from the GitHub dependency graph: 3 direct and 162 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/disintegration/imagingv1.6.2direct
Gogithub.com/spf13/cobrav1.8.0direct
Gogolang.org/x/imagev0.14.0direct
Gogithub.com/google/jsonschema-gov0.4.3indirect
Gogithub.com/inconshreveable/mousetrapv1.1.0indirect
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1indirect
Gogithub.com/segmentio/asmv1.1.3indirect
Gogithub.com/segmentio/encodingv0.5.4indirect
Gogithub.com/spf13/pflagv1.0.5indirect
Gogithub.com/yosida95/uritemplate/v3v3.0.2indirect
Gogolang.org/x/oauth2v0.35.0indirect
Gogolang.org/x/sysv0.41.0indirect
npm@babel/helper-string-parser7.27.1indirect
npm@babel/helper-validator-identifier7.28.5indirect
npm@babel/parser7.28.5indirect
npm@babel/types7.28.5indirect
npm@esbuild/aix-ppc640.25.12indirect
npm@esbuild/android-arm0.25.12indirect
npm@esbuild/android-arm640.25.12indirect
npm@esbuild/android-x640.25.12indirect
npm@esbuild/darwin-arm640.25.12indirect
npm@esbuild/darwin-x640.25.12indirect
npm@esbuild/freebsd-arm640.25.12indirect
npm@esbuild/freebsd-x640.25.12indirect
npm@esbuild/linux-arm0.25.12indirect
npm@esbuild/linux-arm640.25.12indirect
npm@esbuild/linux-ia320.25.12indirect
npm@esbuild/linux-loong640.25.12indirect
npm@esbuild/linux-mips64el0.25.12indirect
npm@esbuild/linux-ppc640.25.12indirect
npm@esbuild/linux-riscv640.25.12indirect
npm@esbuild/linux-s390x0.25.12indirect
npm@esbuild/linux-x640.25.12indirect
npm@esbuild/netbsd-arm640.25.12indirect
npm@esbuild/netbsd-x640.25.12indirect
npm@esbuild/openbsd-arm640.25.12indirect
npm@esbuild/openbsd-x640.25.12indirect
npm@esbuild/openharmony-arm640.25.12indirect
npm@esbuild/sunos-x640.25.12indirect
npm@esbuild/win32-arm640.25.12indirect
npm@esbuild/win32-ia320.25.12indirect
npm@esbuild/win32-x640.25.12indirect
npm@isaacs/balanced-match4.0.1indirect
npm@isaacs/brace-expansion5.0.0indirect
npm@jridgewell/sourcemap-codec1.5.5indirect
npm@microsoft/api-extractor7.55.2indirect
npm@microsoft/api-extractor-model7.32.2indirect
npm@microsoft/tsdoc0.16.0indirect
npm@microsoft/tsdoc-config0.18.0indirect
npm@rollup/pluginutils5.3.0indirect
npm@rollup/rollup-android-arm-eabi4.55.1indirect
npm@rollup/rollup-android-arm644.55.1indirect
npm@rollup/rollup-darwin-arm644.55.1indirect
npm@rollup/rollup-darwin-x644.55.1indirect
npm@rollup/rollup-freebsd-arm644.55.1indirect
npm@rollup/rollup-freebsd-x644.55.1indirect
npm@rollup/rollup-linux-arm-gnueabihf4.55.1indirect
npm@rollup/rollup-linux-arm-musleabihf4.55.1indirect
npm@rollup/rollup-linux-arm64-gnu4.55.1indirect
npm@rollup/rollup-linux-arm64-musl4.55.1indirect
npm@rollup/rollup-linux-loong64-gnu4.55.1indirect
npm@rollup/rollup-linux-loong64-musl4.55.1indirect
npm@rollup/rollup-linux-ppc64-gnu4.55.1indirect
npm@rollup/rollup-linux-ppc64-musl4.55.1indirect
npm@rollup/rollup-linux-riscv64-gnu4.55.1indirect
npm@rollup/rollup-linux-riscv64-musl4.55.1indirect
npm@rollup/rollup-linux-s390x-gnu4.55.1indirect
npm@rollup/rollup-linux-x64-gnu4.55.1indirect
npm@rollup/rollup-linux-x64-musl4.55.1indirect
npm@rollup/rollup-openbsd-x644.55.1indirect
npm@rollup/rollup-openharmony-arm644.55.1indirect
npm@rollup/rollup-win32-arm64-msvc4.55.1indirect
npm@rollup/rollup-win32-ia32-msvc4.55.1indirect
npm@rollup/rollup-win32-x64-gnu4.55.1indirect
npm@rollup/rollup-win32-x64-msvc4.55.1indirect
npm@rushstack/node-core-library5.19.1indirect
npm@rushstack/problem-matcher0.1.1indirect
npm@rushstack/rig-package0.6.0indirect
npm@rushstack/terminal0.19.5indirect
npm@rushstack/ts-command-line5.1.5indirect
npm@types/argparse1.0.38indirect
npm@types/estree1.0.8indirect
npm@volar/language-core2.4.27indirect
npm@volar/source-map2.4.27indirect
npm@volar/typescript2.4.27indirect
npm@vue/compiler-core3.5.26indirect
npm@vue/compiler-dom3.5.26indirect
npm@vue/compiler-vue22.7.16indirect
npm@vue/language-core2.2.0indirect
npm@vue/shared3.5.26indirect
npmacorn8.15.0indirect
npmajv8.12.0indirect
npmajv8.13.0indirect
npmajv-draft-041.0.0indirect
npmajv-formats3.0.1indirect
npmalien-signals0.4.14indirect
npmargparse1.0.10indirect
npmbalanced-match1.0.2indirect
npmbrace-expansion2.0.2indirect
npmcompare-versions6.1.1indirect
npmconfbox0.1.8indirect
npmconfbox0.2.2indirect
npmde-indent1.0.2indirect
npmdebug4.4.3indirect
npmdiff8.0.2indirect
npmentities7.0.0indirect
npmesbuild0.25.12indirect
npmestree-walker2.0.2indirect
npmexsolve1.0.8indirect
npmfast-deep-equal3.1.3indirect
npmfdir6.5.0indirect
npmfs-extra11.3.3indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmgraceful-fs4.2.11indirect
npmhas-flag4.0.0indirect
npmhasown2.0.2indirect
npmhe1.2.0indirect
npmimport-lazy4.0.0indirect
npmis-core-module2.16.1indirect
npmjju1.4.0indirect
npmjson-schema-traverse1.0.0indirect
npmjsonfile6.2.0indirect
npmkolorist1.8.0indirect
npmlocal-pkg1.1.2indirect
npmlodash4.17.21indirect
npmlru-cache6.0.0indirect
npmmagic-string0.30.21indirect
npmminimatch10.0.3indirect
npmminimatch9.0.5indirect
npmmlly1.8.0indirect
npmms2.1.3indirect
npmmuggle-string0.4.1indirect
npmnanoid3.3.11indirect
npmpath-browserify1.0.1indirect
npmpath-parse1.0.7indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.3indirect
npmpkg-types1.3.1indirect
npmpkg-types2.3.0indirect
npmpostcss8.5.6indirect
npmpunycode2.3.1indirect
npmquansync0.2.11indirect
npmrequire-from-string2.0.2indirect
npmresolve1.22.11indirect
npmrollup4.55.1indirect
npmsemver7.5.4indirect
npmsource-map0.6.1indirect
npmsource-map-js1.2.1indirect
npmsprintf-js1.0.3indirect
npmstring-argv0.3.2indirect
npmstrip-json-comments3.1.1indirect
npmsupports-color8.1.1indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtinyglobby0.2.15indirect
npmtypescript5.8.2indirect
npmtypescript5.9.3indirect
npmufo1.6.1indirect
npmuniversalify2.0.1indirect
npmuri-js4.4.1indirect
npmvite6.4.1indirect
npmvite-plugin-dts4.5.4indirect
npmvscode-uri3.1.0indirect
npmyallist4.0.0indirect
Dependency advisories 16

This repository publishes no package the index resolves, so its own dependency graph was assessed — 165 packages, which also include development and test pins that never ship: 16 carry known advisories, of which 2 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
rollup4.55.1indirectcritical14.59.0
golang.org/x/imagev0.14.0directhigh130.45.0
@isaacs/brace-expansion5.0.0indirecthigh15.0.1
brace-expansion2.0.2indirecthigh45.0.9
lodash4.17.21indirecthigh34.18.0
minimatch10.0.3indirecthigh310.2.3
minimatch9.0.5indirecthigh310.2.3
nanoid3.3.11indirecthigh25.1.16
picomatch4.0.3indirecthigh24.0.4
postcss8.5.6indirecthigh48.5.23
vite6.4.1indirecthigh48.0.16
ajv8.12.0indirectmoderate18.18.0
ajv8.13.0indirectmoderate18.18.0
diff8.0.2indirectmoderate18.0.3
github.com/disintegration/imagingv1.6.2directlow1
golang.org/x/sysv0.41.0indirectunknown10.44.0

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.

The message is kept through sign-in.

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 v0.31.0 — full methodology · metrics wiki.

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