Public record
Software health reportschema 0.15.0 · metrics 2.10.0 · 2026-07-19 16:26 UTC

scylladb / argus

Python · Svelte · GoApache-2.0★ 5 stars⑂ 17 forkssince Sep 2021View on GitHub ↗
KindLibraryCommand-line toolWeb interfacehow this is determined

scylladb/argus holds a health index of 84 out of 100, placing it in the Excellent band. It scores highest on Vitality (94/100) and lowest on Community & Adoption (42/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.

84
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

84
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

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

Ownership

ScyllaDBOrganization
963 followers155 public repossince Sep 2015

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
Gogithub.com/scylladb/argus/cliv0.1.5-69 days ago
PyPIargus-alm0.16.03,493559 days ago
PyPIpytest-argus-reporter0.16.0509209 days agopytesttesting

Metrics by category

Vitality

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

94Exceptional · 21% of overall
How it's scored
36/36Push recencylast push 4 days ago
33.2/36Commit cadence48/52 weeks with commits
18/18Commit volume412 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year412
human_commit_share
days_since_last_push4
active_weeks_last_year48
How it's scored
27/27Ships releases25 releases published
36/36Release recencylatest release 9 days ago
27/27Release cadencea release every ~5.7 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count25
latest_release_tagcli/v0.1.5
releases_from_tagsno
days_since_latest_release9
mean_days_between_releases5.7

Community & Adoption

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

42Weak · 17% of overall
How it's scored
9.8/60Stars5 stars
10/25Forks17 forks
3.9/15Watchers6 watchers
Inputs used
forks17
stars5
watchers6
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
How it's scored
47.2/80Monthly downloads3,493 downloads/month across go, pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesgithub.com/scylladb/argus/cli, argus-alm
dependents
ecosystemsgo, pypi
total_downloads
monthly_downloads3,493
unverified_packages_excludedpytest-argus-reporter
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?

80Excellent · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
7.6/22.5Commit distributiontop contributor authored 66% of commits
13.5/13.5Contributor breadth17 contributors
10/10OpenSSF Scorecard: Contributorsproject has 4 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled17
top_contributor_share0.663
How it's scored
41.9/42Issue resolution100% of issues closed
29.3/30PR acceptance691/708 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
10.5/15OpenSSF Scorecard: Code-ReviewFound 5/7 approved changesets -- score normalized to 7
Inputs used
merged_prs691
open_issues1
closed_issues321
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.997
closed_unmerged_prs17
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
21.5/25Owner reach963 followers of scylladb
25/25Track record155 public repos, account ~10 yr old
Inputs used
followers963
owner_typeOrganization
is_verified
owner_loginscylladb
public_repos155
account_age_days3,955
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable3 package(s) on go, pypi
35/35Publish recencylatest publish 9 days ago
20/20Version history55 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/scylladb/argus/cli, argus-alm, pytest-argus-reporter
ecosystemsgo, pypi
any_deprecatedno
min_days_since_publish9

Engineering Quality

Are baseline engineering and documentation practices in place?

82Excellent · 19% of overall
How it's scored
24/24CI workflows8 workflow(s)
24/24Tests present
16/16Linter configeslint.config.js
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests7 out of 7 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
docs_site
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

44Weak · 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-Tests7 out of 7 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
5.2/7.5Code-ReviewFound 5/7 approved changesets -- score normalized to 7
2.5/2.5Contributorsproject has 4 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
3/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
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
0/7.5Vulnerabilities73 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.4

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.

78Good · 4% of overall
How it's scored
45/45Agent instructions.claude/CLAUDE.md, AGENTS.md, GEMINI.md
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.claude/CLAUDE.md, AGENTS.md, GEMINI.md
agent_instruction_max_bytes9,541
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrapcli/Makefile, pytest-argus-reporter/noxfile.py
22/22Automated tests
11/11Lint / format configeslint.config.js
11/11Static type checkingtsconfig.json
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno data
0/8Automated maintenanceno data
6/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, uv.lock, yarn.lock
has_dockerfileyes
typed_languageno
bootstrap_filescli/Makefile, pytest-argus-reporter/noxfile.py
has_devcontainerno
has_linter_configyes
typecheck_configstsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
27/45Type-checkable codePython with type-check config (tsconfig.json)
54.9/55Manageable file sizes1/435 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes63,206
source_files_sampled435
oversized_source_files1
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

5GitHub stars
17contributors
412commits, last 12 months
4days since last push
25releases
1bus factor
1open issues
Go, npm, PyPIpackage ecosystems

More detail

OpenSSF Scorecard 4.4 / 10
4.4aggregate

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 · 2026-07-19 16:26 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests7 out of 7 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 5/7 approved changesets -- score normalized to 7
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
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
0Vulnerabilities73 existing vulnerabilities detected
Direct dependencies 48
RegistryPackageVersion constraintManifest
Gogithub.com/adrg/xdgv0.5.3cli/go.mod
Gogithub.com/klauspost/compressv1.18.5cli/go.mod
Gogithub.com/olekukonko/tablewriterv1.1.4cli/go.mod
Gogithub.com/rs/zerologv1.34.0cli/go.mod
Gogithub.com/spf13/cobrav1.10.2cli/go.mod
Gogithub.com/spf13/pflagv1.0.10cli/go.mod
Gogithub.com/spf13/viperv1.21.0cli/go.mod
Gogithub.com/stretchr/testifyv1.11.1cli/go.mod
Gogithub.com/zalando/go-keyringv0.2.7cli/go.mod
Gogolang.org/x/termv0.41.0cli/go.mod
npm@fortawesome/fontawesome-free^7.0.0package.json
npm@fortawesome/free-brands-svg-icons^7.0.0package.json
npm@fortawesome/free-regular-svg-icons^7.0.0package.json
npm@fortawesome/free-solid-svg-icons^7.0.0package.json
npm@popperjs/core2.11.8package.json
npm@types/dompurify^3.0.5package.json
npm@types/marked^6.0.0package.json
npm@types/string-template^1.0.2package.json
npmbootstrap5.3.7package.json
npmchart.js^4.5.0package.json
npmchartjs-adapter-date-fns^3.0.0package.json
npmchrono-node^2.3.4package.json
npmcolor^5.0.0package.json
npmdate-fns^4.1.0package.json
npmdayjs^1.10.7package.json
npmdompurify^3.2.6package.json
npmgithub-markdown-css^5.1.0package.json
npmhighlight.js^11.5.0package.json
npmhumanize-duration^3.27.0package.json
npmjquery^3.6.0package.json
npmjs-base64^3.7.2package.json
npmjs-sha10.7.0package.json
npmlz-string^1.4.4package.json
npmmarked^16.1.2package.json
npmprettysize^2.0.0package.json
npmquery-string^9.2.2package.json
npmstring-template^1.0.0package.json
npmsvelte^5.46.4package.json
npmsvelte-fa^4.0.4package.json
npmsvelte-select5.8.3package.json
npmurl-slug^4.0.1package.json
npmuuid^11.1.0package.json
npmyaml^2.8.2package.json
PyPIrequests>= 2.26.0pyproject.toml
PyPIclick>= 8.1.3pyproject.toml
PyPIlz4>=4.4.4pyproject.toml
PyPIargus-almpytest-argus-reporter/pyproject.toml
PyPIsix>= 1.10.0pytest-argus-reporter/pyproject.toml
All dependencies 594

Full resolved dependency set from the GitHub dependency graph: 49 direct and 545 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/adrg/xdgv0.5.3direct
Gogithub.com/klauspost/compressv1.18.5direct
Gogithub.com/olekukonko/tablewriterv1.1.4direct
Gogithub.com/rs/zerologv1.34.0direct
Gogithub.com/spf13/cobrav1.10.2direct
Gogithub.com/spf13/pflagv1.0.10direct
Gogithub.com/spf13/viperv1.21.0direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogithub.com/zalando/go-keyringv0.2.7direct
Gogolang.org/x/termv0.41.0direct
npm@fortawesome/fontawesome-free7.0.0direct
npm@fortawesome/free-brands-svg-icons7.0.0direct
npm@fortawesome/free-regular-svg-icons7.0.0direct
npm@fortawesome/free-solid-svg-icons7.0.0direct
npm@popperjs/core2.11.8direct
npm@types/dompurify3.2.0direct
npm@types/marked6.0.0direct
npm@types/string-template1.0.7direct
npmbootstrap5.3.7direct
npmchart.js4.5.0direct
npmchartjs-adapter-date-fns3.0.0direct
npmchrono-node2.8.4direct
npmcolor5.0.0direct
npmdate-fns4.1.0direct
npmdayjs1.11.13direct
npmdompurify3.2.6direct
npmgithub-markdown-css5.8.1direct
npmhighlight.js11.11.1direct
npmhumanize-duration3.33.0direct
npmjquery3.7.1direct
npmjs-base643.7.7direct
npmjs-sha10.7.0direct
npmlz-string1.5.0direct
npmmarked16.1.2direct
npmprettysize2.0.0direct
npmquery-string9.2.2direct
npmstring-template1.0.0direct
npmsvelte5.55.5direct
npmsvelte-fa4.0.4direct
npmsvelte-select5.8.3direct
npmurl-slug4.0.1direct
npmuuid11.1.0direct
npmyaml1.10.2direct
npmyaml2.8.2direct
PyPIclick8.3.1direct
PyPIlz44.4.5direct
PyPIrequests2.32.5direct
PyPIsixdirect
PyPIsix1.17.0direct
Gogithub.com/cespare/xxhash/v2v2.3.0indirect
Gogithub.com/clipperhouse/displaywidthv0.10.0indirect
Gogithub.com/clipperhouse/uax29/v2v2.6.0indirect
Gogithub.com/danieljoos/wincredv1.2.3indirect
Gogithub.com/davecgh/go-spewv1.1.1indirect
Gogithub.com/fatih/colorv1.18.0indirect
Gogithub.com/fsnotify/fsnotifyv1.9.0indirect
Gogithub.com/go-viper/mapstructure/v2v2.4.0indirect
Gogithub.com/godbus/dbus/v5v5.2.2indirect
Gogithub.com/inconshreveable/mousetrapv1.1.0indirect
Gogithub.com/mattn/go-colorablev0.1.14indirect
Gogithub.com/mattn/go-isattyv0.0.20indirect
Gogithub.com/mattn/go-runewidthv0.0.19indirect
Gogithub.com/olekukonko/catv0.0.0-20250911104152-50322a0618f6indirect
Gogithub.com/olekukonko/errorsv1.2.0indirect
Gogithub.com/olekukonko/llv0.1.6indirect
Gogithub.com/pelletier/go-toml/v2v2.2.4indirect
Gogithub.com/pmezard/go-difflibv1.0.0indirect
Gogithub.com/sagikazarmark/locaferov0.11.0indirect
Gogithub.com/sourcegraph/concv0.3.1-0.20240121214520-5f936abd7ae8indirect
Gogithub.com/spf13/aferov1.15.0indirect
Gogithub.com/spf13/castv1.10.0indirect
Gogithub.com/subosito/gotenvv1.6.0indirect
Gogo.yaml.in/yaml/v3v3.0.4indirect
Gogolang.org/x/sysv0.42.0indirect
Gogolang.org/x/textv0.28.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
npm@asamuzakjp/css-color5.1.11indirect
npm@asamuzakjp/dom-selector7.0.10indirect
npm@asamuzakjp/generational-cache1.0.1indirect
npm@asamuzakjp/nwsapi2.3.9indirect
npm@babel/code-frame7.29.0indirect
npm@babel/helper-validator-identifier7.28.5indirect
npm@babel/runtime7.29.2indirect
npm@bramus/specificity2.4.2indirect
npm@bufbuild/protobuf2.12.0indirect
npm@csstools/color-helpers6.0.2indirect
npm@csstools/css-calc3.2.0indirect
npm@csstools/css-color-parser4.1.0indirect
npm@csstools/css-parser-algorithms4.0.0indirect
npm@csstools/css-syntax-patches-for-csstree1.1.3indirect
npm@csstools/css-tokenizer4.0.0indirect
npm@emnapi/core1.10.0indirect
npm@emnapi/runtime1.10.0indirect
npm@emnapi/wasi-threads1.2.1indirect
npm@eslint-community/eslint-utils4.7.0indirect
npm@eslint-community/regexpp4.12.1indirect
npm@eslint/config-array0.21.0indirect
npm@eslint/config-helpers0.3.0indirect
npm@eslint/core0.15.1indirect
npm@eslint/eslintrc3.3.1indirect
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npm@eslint/object-schema2.1.6indirect
npm@eslint/plugin-kit0.3.4indirect
npm@exodus/bytes1.15.0indirect
npm@floating-ui/core1.7.3indirect
npm@floating-ui/dom1.7.3indirect
npm@floating-ui/utils0.2.10indirect
npm@fortawesome/fontawesome-common-types7.0.0indirect
npm@humanfs/core0.19.1indirect
npm@humanfs/node0.16.6indirect
npm@humanwhocodes/module-importer1.0.1indirect
npm@humanwhocodes/retry0.3.1indirect
npm@humanwhocodes/retry0.4.3indirect
npm@jridgewell/gen-mapping0.3.13indirect
npm@jridgewell/remapping2.3.5indirect
npm@jridgewell/resolve-uri3.1.2indirect
npm@jridgewell/sourcemap-codec1.5.5indirect
npm@jridgewell/trace-mapping0.3.29indirect
npm@jridgewell/trace-mapping0.3.31indirect
npm@kurkle/color0.3.4indirect
npm@napi-rs/wasm-runtime1.1.4indirect
npm@nodelib/fs.scandir2.1.5indirect
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npm@nodelib/fs.walk1.2.8indirect
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npm@parcel/watcher2.5.6indirect
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npm@parcel/watcher-darwin-arm642.5.6indirect
npm@parcel/watcher-darwin-x642.5.6indirect
npm@parcel/watcher-freebsd-x642.5.6indirect
npm@parcel/watcher-linux-arm-glibc2.5.6indirect
npm@parcel/watcher-linux-arm-musl2.5.6indirect
npm@parcel/watcher-linux-arm64-glibc2.5.6indirect
npm@parcel/watcher-linux-arm64-musl2.5.6indirect
npm@parcel/watcher-linux-x64-glibc2.5.6indirect
npm@parcel/watcher-linux-x64-musl2.5.6indirect
npm@parcel/watcher-win32-arm642.5.6indirect
npm@parcel/watcher-win32-ia322.5.6indirect
npm@parcel/watcher-win32-x642.5.6indirect
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npm@rolldown/binding-darwin-arm641.0.0-rc.17indirect
npm@rolldown/binding-darwin-x641.0.0-rc.17indirect
npm@rolldown/binding-freebsd-x641.0.0-rc.17indirect
npm@rolldown/binding-linux-arm-gnueabihf1.0.0-rc.17indirect
npm@rolldown/binding-linux-arm64-gnu1.0.0-rc.17indirect
npm@rolldown/binding-linux-arm64-musl1.0.0-rc.17indirect
npm@rolldown/binding-linux-ppc64-gnu1.0.0-rc.17indirect
npm@rolldown/binding-linux-s390x-gnu1.0.0-rc.17indirect
npm@rolldown/binding-linux-x64-gnu1.0.0-rc.17indirect
npm@rolldown/binding-linux-x64-musl1.0.0-rc.17indirect
npm@rolldown/binding-openharmony-arm641.0.0-rc.17indirect
npm@rolldown/binding-wasm32-wasi1.0.0-rc.17indirect
npm@rolldown/binding-win32-arm64-msvc1.0.0-rc.17indirect
npm@rolldown/binding-win32-x64-msvc1.0.0-rc.17indirect
npm@rolldown/pluginutils1.0.0-rc.17indirect
npm@standard-schema/spec1.1.0indirect
npm@sveltejs/acorn-typescript1.0.6indirect
npm@sveltejs/vite-plugin-svelte7.0.0indirect
npm@testing-library/dom10.4.1indirect
npm@testing-library/svelte5.3.1indirect
npm@testing-library/svelte-core1.0.0indirect
npm@tsconfig/svelte5.0.4indirect
npm@tybys/wasm-util0.10.1indirect
npm@types/aria-query5.0.4indirect
npm@types/bootstrap5.2.10indirect
npm@types/chai5.2.3indirect
npm@types/deep-eql4.0.2indirect
npm@types/estree1.0.8indirect
npm@types/humanize-duration3.27.4indirect
npm@types/json-schema7.0.15indirect
npm@types/node24.2.0indirect
npm@types/query-string6.2.0indirect
npm@types/trusted-types2.0.7indirect
npm@typescript-eslint/eslint-plugin8.39.0indirect
npm@typescript-eslint/parser8.39.0indirect
npm@typescript-eslint/project-service8.39.0indirect
npm@typescript-eslint/scope-manager8.39.0indirect
npm@typescript-eslint/tsconfig-utils8.39.0indirect
npm@typescript-eslint/type-utils8.39.0indirect
npm@typescript-eslint/types8.39.0indirect
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npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
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PyPIcertifi2026.1.4indirect
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PyPIchromadb1.4.0indirect
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PyPIcolorama0.4.6indirect
PyPIcoloredlogs15.0.1indirect
PyPIcolorlog6.10.1indirect
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PyPIdecorator5.2.1indirect
PyPIdefusedxml0.7.1indirect
PyPIdependency-groups1.3.1indirect
PyPIdistlib0.4.0indirect
PyPIdistro1.9.0indirect
PyPIdocker7.1.0indirect
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PyPIexceptiongroup1.3.1indirect
PyPIexecnet2.1.2indirect
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PyPIfilelock3.20.3indirect
PyPIflask3.0.3indirect
PyPIflask-login0.5.0indirect
PyPIflask-wtf1.0.1indirect
PyPIflatbuffers25.12.19indirect
PyPIfsspec2026.1.0indirect
PyPIgeomet1.1.0indirect
PyPIgoogle-auth2.47.0indirect
PyPIgoogleapis-common-protos1.72.0indirect
PyPIgrpcio1.76.0indirect
PyPIh110.16.0indirect
PyPIhf-xet1.2.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.7.1indirect
PyPIhttpx0.28.1indirect
PyPIhuggingface-hub1.3.1indirect
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PyPIidentify2.6.16indirect
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PyPIimportlib-metadata8.7.1indirect
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PyPIipython8.36.0indirect
PyPIitsdangerous2.2.0indirect
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PyPIjsonschema-specifications2025.9.1indirect
PyPIkubernetes33.1.0indirect
PyPImarkdown-it-py4.0.0indirect
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PyPImdurl0.1.2indirect
PyPImmh35.2.0indirect
PyPImpmath1.3.0indirect
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PyPInodeenv1.10.0indirect
PyPInox2025.5.1indirect
PyPInumpy2.2.6indirect
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PyPIoauthlib3.3.1indirect
PyPIonnxruntime1.23.2indirect
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PyPIopentelemetry-proto1.39.1indirect
PyPIopentelemetry-sdk1.39.1indirect
PyPIopentelemetry-semantic-conventions0.60b1indirect
PyPIorjson3.11.5indirect
PyPIoverrides7.7.0indirect
PyPIpackaging25.0indirect
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PyPIpbr7.0.3indirect
PyPIpexpect4.9.0indirect
PyPIplatformdirs4.5.1indirect
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PyPIposthog5.4.0indirect
PyPIpre-commit4.5.1indirect
PyPIprometheus-client0.24.0indirect
PyPIprometheus-flask-exporter0.23.2indirect
PyPIprompt-toolkit3.0.52indirect
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PyPIptyprocess0.7.0indirect
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PyPIpyasn10.6.1indirect
PyPIpyasn1-modules0.4.2indirect
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PyPIpycodestyle2.14.0indirect
PyPIpycparser2.23indirect
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PyPIpydantic-core2.41.5indirect
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PyPIpygments2.19.2indirect
PyPIpyjwt2.10.1indirect
PyPIpynacl1.6.2indirect
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PyPIpytest-cov6.1.1indirect
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PyPIpytest-xdist3.7.0indirect
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PyPIpython-jenkins1.8.3indirect
PyPIpython-magic0.4.27indirect
PyPIpython-slugify6.1.2indirect
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PyPIwebsocket-client1.9.0indirect
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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, PyPI.