Public record
Software health reportschema 0.12.0 · metrics 2.10.0 · 2026-07-17 20:19 UTC

sopherapps / qpi

A universal interface for a quantum computer

Python · TypeScript · GoMIT★ 0 stars⑂ 0 forkssince Jun 2026View on GitHub ↗
KindLibraryCommand-line toolhow this is determined

sopherapps/qpi holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (74/100) and lowest on Security (30/100). It was last updated today. A single contributor accounts for most of its recent work.

57
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.

57
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 55 is calibrated to 57 on the published index scale (record calibration 2026-08-02).

Ownership

SopherAppsOrganization
3 followers29 public repossince Jun 2019

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIqpi-driver0.0.403,990330 days ago

Metrics by category

Vitality

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

71Good · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
3.5/36Commit cadence5/52 weeks with commits
18/18Commit volume163 commits in the last year
0/10OpenSSF Scorecard: Maintainedproject was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year163
human_commit_share
days_since_last_push0
active_weeks_last_year5
How it's scored
27/27Ships releases28 releases published
36/36Release recencylatest release 0 days ago
27/27Release cadencea release every ~2.4 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count28
latest_release_tagv0.0.40
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases2.4

Community & Adoption

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

33At Risk · 17% of overall
How it's scored
0/60Stars0 stars
0/25Forks0 forks
0/15Watchers0 watchers
Inputs used
forks0
stars0
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_badges
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno
How it's scored
48/80Monthly downloads3,990 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesqpi-driver
dependents
ecosystemspypi
total_downloads
monthly_downloads3,990
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?

58Moderate · 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
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/42Issue resolutionno issues or no data
30/30PR acceptance3/3 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/20 approved changesets -- score normalized to 0
Inputs used
merged_prs3
open_issues0
closed_issues0
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio
closed_unmerged_prs0
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
4.3/25Owner reach3 followers of sopherapps
22.8/25Track record29 public repos, account ~7 yr old
Inputs used
followers3
owner_typeOrganization
is_verified
owner_loginsopherapps
public_repos29
account_age_days2,603
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 pypi
35/35Publish recencylatest publish 0 days ago
20/20Version history33 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesqpi-driver
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

74Good · 19% of overall
How it's scored
24/24CI workflows2 workflow(s)
24/24Tests present
16/16Linter configeslint.config.js
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_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://sopherapps.github.io/qpi/
10/10Repository description
10/10Topics2 topics
0/10Wiki
Inputs used
topicsquantum, quantum-computing
has_wikino
homepagehttps://sopherapps.github.io/qpi/
docs_sitehttps://sopherapps.github.io/qpi/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

30At Risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
4.5/7.5Branch-Protectionbranch protection is not maximal on development and all 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 0/20 approved changesets -- score normalized to 0
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
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
0/7.5Maintainedproject was created within the last 90 days. Please review its contents carefully
5/5Packagingpackaging workflow detected
1.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
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
0/7.5Vulnerabilities17 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3

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
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format configeslint.config.js
11/11Static type checkingqpi-client/js/tsconfig.json, qpi-ui/internal/dashboard/tsconfig.json
10/10Reproducible environmentlockfile
0/10Demonstrated agent practiceno data
0/8Automated maintenanceno data
3/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json, uv.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsqpi-client/js/tsconfig.json, qpi-ui/internal/dashboard/tsconfig.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 (qpi-client/js/tsconfig.json, qpi-ui/internal/dashboard/tsconfig.json)
54.6/55Manageable file sizes1/143 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes62,557
source_files_sampled143
oversized_source_files1

Key facts

0GitHub stars
1contributors
163commits, last 12 months
0days since last push
28releases
1bus factor
0open issues
Go, PyPIpackage ecosystems

More detail

OpenSSF Scorecard 3.0 / 10
3.0aggregate

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 · 2026-07-17 20:19 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all 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 0/20 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
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
0Vulnerabilities17 existing vulnerabilities detected
Direct dependencies 15
RegistryPackageVersion constraintManifest
Gogithub.com/sopherapps/qpi/qpi-client/gov0.0.0e2e/go.mod
PyPInumpy>=2.0.0qpi-driver/pyproject.toml
PyPIxarray>=2024.1.0qpi-driver/pyproject.toml
PyPIpynng>=0.8.0qpi-driver/pyproject.toml
PyPIrequests>=2.31.0qpi-driver/pyproject.toml
PyPIqiskit>=1.0.0qpi-driver/pyproject.toml
PyPIscipy>=1.10.0qpi-driver/pyproject.toml
PyPIpyyaml>=6.0qpi-driver/pyproject.toml
PyPIqiskit_qasm3_importqpi-driver/pyproject.toml
Gogithub.com/go-playground/validator/v10v10.30.3qpi-ui/go.mod
Gogithub.com/pocketbase/dbxv1.12.0qpi-ui/go.mod
Gogithub.com/pocketbase/pocketbasev0.39.2qpi-ui/go.mod
Gogithub.com/spf13/cobrav1.10.2qpi-ui/go.mod
Gogo.nanomsg.org/mangos/v3v3.4.2qpi-ui/go.mod
Gogopkg.in/yaml.v3v3.0.1qpi-ui/go.mod
All dependencies 787

Full resolved dependency set from the GitHub dependency graph: 22 direct and 765 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/go-playground/validator/v10v10.30.3direct
Gogithub.com/pocketbase/dbxv1.12.0direct
Gogithub.com/pocketbase/pocketbasev0.39.2direct
Gogithub.com/spf13/cobrav1.10.2direct
Gogo.nanomsg.org/mangos/v3v3.4.2direct
Gogopkg.in/yaml.v3v3.0.1direct
PyPInumpydirect
PyPInumpy2.2.6direct
PyPInumpy2.4.6direct
PyPIpynngdirect
PyPIpynng0.9.0direct
PyPIpyyaml6.0.3direct
PyPIqiskitdirect
PyPIqiskit2.4.1direct
PyPIqiskit2.4.2direct
PyPIqiskit-qasm3-import0.6.0direct
PyPIrequestsdirect
PyPIrequests2.34.2direct
PyPIscipy1.15.3direct
PyPIscipy1.17.1direct
PyPIxarraydirect
PyPIxarray2025.9.0direct
Go../qpi-client/go0.0.0indirect
Gogithub.com/asaskevich/govalidatorv0.0.0-20230301143203-a9d515a09cc2indirect
Gogithub.com/disintegration/imagingv1.6.2indirect
Gogithub.com/domodwyer/mailyak/v3v3.6.2indirect
Gogithub.com/dustin/go-humanizev1.0.1indirect
Gogithub.com/fatih/colorv1.19.0indirect
Gogithub.com/fsnotify/fsnotifyv1.7.0indirect
Gogithub.com/gabriel-vasile/mimetypev1.4.13indirect
Gogithub.com/ganigeorgiev/fexprv0.5.0indirect
Gogithub.com/go-ozzo/ozzo-validation/v4v4.3.0indirect
Gogithub.com/go-playground/localesv0.14.1indirect
Gogithub.com/go-playground/universal-translatorv0.18.1indirect
Gogithub.com/golang-jwt/jwt/v5v5.3.1indirect
Gogithub.com/google/uuidv1.6.0indirect
Gogithub.com/inconshreveable/mousetrapv1.1.0indirect
Gogithub.com/leodido/go-urnv1.4.0indirect
Gogithub.com/mattn/go-colorablev0.1.14indirect
Gogithub.com/mattn/go-isattyv0.0.22indirect
Gogithub.com/ncruces/go-strftimev1.0.0indirect
Gogithub.com/remyoudompheng/bigfftv0.0.0-20230129092748-24d4a6f8daecindirect
Gogithub.com/spf13/castv1.10.0indirect
Gogithub.com/spf13/pflagv1.0.10indirect
Gogolang.org/x/cryptov0.52.0indirect
Gogolang.org/x/imagev0.41.0indirect
Gogolang.org/x/netv0.55.0indirect
Gogolang.org/x/oauth2v0.36.0indirect
Gogolang.org/x/syncv0.20.0indirect
Gogolang.org/x/sysv0.45.0indirect
Gogolang.org/x/textv0.37.0indirect
Gomodernc.org/libcv1.72.3indirect
Gomodernc.org/mathutilv1.7.1indirect
Gomodernc.org/memoryv1.11.0indirect
Gomodernc.org/sqlitev1.52.0indirect
npm@alloc/quick-lru5.2.0indirect
npm@babel/code-frame7.29.7indirect
npm@babel/compat-data7.29.7indirect
npm@babel/core7.29.7indirect
npm@babel/generator7.29.7indirect
npm@babel/helper-compilation-targets7.29.7indirect
npm@babel/helper-globals7.29.7indirect
npm@babel/helper-module-imports7.29.7indirect
npm@babel/helper-module-transforms7.29.7indirect
npm@babel/helper-plugin-utils7.29.7indirect
npm@babel/helper-string-parser7.29.7indirect
npm@babel/helper-validator-identifier7.29.7indirect
npm@babel/helper-validator-option7.29.7indirect
npm@babel/helpers7.29.7indirect
npm@babel/parser7.29.7indirect
npm@babel/plugin-syntax-async-generators7.8.4indirect
npm@babel/plugin-syntax-bigint7.8.3indirect
npm@babel/plugin-syntax-class-properties7.12.13indirect
npm@babel/plugin-syntax-class-static-block7.14.5indirect
npm@babel/plugin-syntax-import-attributes7.29.7indirect
npm@babel/plugin-syntax-import-meta7.10.4indirect
npm@babel/plugin-syntax-json-strings7.8.3indirect
npm@babel/plugin-syntax-jsx7.29.7indirect
npm@babel/plugin-syntax-logical-assignment-operators7.10.4indirect
npm@babel/plugin-syntax-nullish-coalescing-operator7.8.3indirect
npm@babel/plugin-syntax-numeric-separator7.10.4indirect
npm@babel/plugin-syntax-object-rest-spread7.8.3indirect
npm@babel/plugin-syntax-optional-catch-binding7.8.3indirect
npm@babel/plugin-syntax-optional-chaining7.8.3indirect
npm@babel/plugin-syntax-private-property-in-object7.14.5indirect
npm@babel/plugin-syntax-top-level-await7.14.5indirect
npm@babel/plugin-syntax-typescript7.29.7indirect
npm@babel/template7.29.7indirect
npm@babel/traverse7.29.7indirect
npm@babel/types7.29.7indirect
npm@bcoe/v8-coverage0.2.3indirect
npm@colors/colors1.5.0indirect
npm@cypress/request3.0.10indirect
npm@cypress/xvfb1.2.4indirect
npm@emnapi/core1.10.0indirect
npm@emnapi/runtime1.10.0indirect
npm@emnapi/wasi-threads1.2.1indirect
npm@eslint-community/eslint-utils4.9.1indirect
npm@eslint-community/regexpp4.12.2indirect
npm@eslint/config-array0.23.5indirect
npm@eslint/config-helpers0.6.0indirect
npm@eslint/core1.2.1indirect
npm@eslint/js10.0.1indirect
npm@eslint/object-schema3.0.5indirect
npm@eslint/plugin-kit0.7.2indirect
npm@humanfs/core0.19.2indirect
npm@humanfs/node0.16.8indirect
npm@humanfs/types0.15.0indirect
npm@humanwhocodes/module-importer1.0.1indirect
npm@humanwhocodes/retry0.4.3indirect
npm@istanbuljs/load-nyc-config1.1.0indirect
npm@istanbuljs/schema0.1.6indirect
npm@jest/console29.7.0indirect
npm@jest/core29.7.0indirect
npm@jest/environment29.7.0indirect
npm@jest/expect29.7.0indirect
npm@jest/expect-utils29.7.0indirect
npm@jest/fake-timers29.7.0indirect
npm@jest/globals29.7.0indirect
npm@jest/reporters29.7.0indirect
npm@jest/schemas29.6.3indirect
npm@jest/source-map29.6.3indirect
npm@jest/test-result29.7.0indirect
npm@jest/test-sequencer29.7.0indirect
npm@jest/transform29.7.0indirect
npm@jest/types29.6.3indirect
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-mapping0.3.31indirect
npm@napi-rs/wasm-runtime1.1.5indirect
npm@oxc-project/types0.133.0indirect
npm@rolldown/binding-android-arm641.0.3indirect
npm@rolldown/binding-darwin-arm641.0.3indirect
npm@rolldown/binding-darwin-x641.0.3indirect
npm@rolldown/binding-freebsd-x641.0.3indirect
npm@rolldown/binding-linux-arm-gnueabihf1.0.3indirect
npm@rolldown/binding-linux-arm64-gnu1.0.3indirect
npm@rolldown/binding-linux-arm64-musl1.0.3indirect
npm@rolldown/binding-linux-ppc64-gnu1.0.3indirect
npm@rolldown/binding-linux-s390x-gnu1.0.3indirect
npm@rolldown/binding-linux-x64-gnu1.0.3indirect
npm@rolldown/binding-linux-x64-musl1.0.3indirect
npm@rolldown/binding-openharmony-arm641.0.3indirect
npm@rolldown/binding-wasm32-wasi1.0.3indirect
npm@rolldown/binding-win32-arm64-msvc1.0.3indirect
npm@rolldown/binding-win32-x64-msvc1.0.3indirect
npm@rolldown/pluginutils1.0.1indirect
npm@sinclair/typebox0.27.10indirect
npm@sinonjs/commons3.0.1indirect
npm@sinonjs/fake-timers10.3.0indirect
npm@tailwindcss/node4.3.1indirect
npm@tailwindcss/oxide4.3.1indirect
npm@tailwindcss/oxide-android-arm644.3.1indirect
npm@tailwindcss/oxide-darwin-arm644.3.1indirect
npm@tailwindcss/oxide-darwin-x644.3.1indirect
npm@tailwindcss/oxide-freebsd-x644.3.1indirect
npm@tailwindcss/oxide-linux-arm-gnueabihf4.3.1indirect
npm@tailwindcss/oxide-linux-arm64-gnu4.3.1indirect
npm@tailwindcss/oxide-linux-arm64-musl4.3.1indirect
npm@tailwindcss/oxide-linux-x64-gnu4.3.1indirect
npm@tailwindcss/oxide-linux-x64-musl4.3.1indirect
npm@tailwindcss/oxide-wasm32-wasi4.3.1indirect
npm@tailwindcss/oxide-win32-arm64-msvc4.3.1indirect
npm@tailwindcss/oxide-win32-x64-msvc4.3.1indirect
npm@tailwindcss/postcss4.3.1indirect
npm@tybys/wasm-util0.10.2indirect
npm@types/babel__core7.20.5indirect
npm@types/babel__generator7.27.0indirect
npm@types/babel__template7.4.4indirect
npm@types/babel__traverse7.28.0indirect
npm@types/esrecurse4.3.1indirect
npm@types/estree1.0.9indirect
npm@types/graceful-fs4.1.9indirect
npm@types/istanbul-lib-coverage2.0.6indirect
npm@types/istanbul-lib-report3.0.3indirect
npm@types/istanbul-reports3.0.4indirect
npm@types/jest29.5.14indirect
npm@types/json-schema7.0.15indirect
npm@types/node20.19.43indirect
npm@types/node24.13.2indirect
npm@types/react19.2.17indirect
npm@types/react-dom19.2.3indirect
npm@types/sinonjs__fake-timers8.1.1indirect
npm@types/sizzle2.3.10indirect
npm@types/stack-utils2.0.3indirect
npm@types/yargs17.0.35indirect
npm@types/yargs-parser21.0.3indirect
npm@types/yauzl2.10.3indirect
npm@typescript-eslint/eslint-plugin8.61.0indirect
npm@typescript-eslint/parser8.61.0indirect
npm@typescript-eslint/project-service8.61.0indirect
npm@typescript-eslint/scope-manager8.61.0indirect
npm@typescript-eslint/tsconfig-utils8.61.0indirect
npm@typescript-eslint/type-utils8.61.0indirect
npm@typescript-eslint/types8.61.0indirect
npm@typescript-eslint/typescript-estree8.61.0indirect
npm@typescript-eslint/utils8.61.0indirect
npm@typescript-eslint/visitor-keys8.61.0indirect
npm@vitejs/plugin-react6.0.2indirect
npmacorn8.17.0indirect
npmacorn-jsx5.3.2indirect
npmaggregate-error3.1.0indirect
npmajv6.15.0indirect
npmansi-colors4.1.3indirect
npmansi-escapes4.3.2indirect
npmansi-regex5.0.1indirect
npmansi-styles4.3.0indirect
npmansi-styles5.2.0indirect
npmanymatch3.1.3indirect
npmarch2.2.0indirect
npmargparse1.0.10indirect
npmasn10.2.6indirect
npmassert-plus1.0.0indirect
npmastral-regex2.0.0indirect
npmasync3.2.6indirect
npmasynckit0.4.0indirect
npmat-least-node1.0.0indirect
npmautoprefixer10.5.0indirect
npmaws-sign20.7.0indirect
npmaws41.13.2indirect
npmbabel-jest29.7.0indirect
npmbabel-plugin-istanbul6.1.1indirect
npmbabel-plugin-jest-hoist29.6.3indirect
npmbabel-preset-current-node-syntax1.2.0indirect
npmbabel-preset-jest29.6.3indirect
npmbalanced-match1.0.2indirect
npmbalanced-match4.0.4indirect
npmbase64-js1.5.1indirect
npmbaseline-browser-mapping2.10.37indirect
npmbcrypt-pbkdf1.0.2indirect
npmblob-util2.0.2indirect
npmbluebird3.7.2indirect
npmbrace-expansion1.1.15indirect
npmbrace-expansion5.0.6indirect
npmbraces3.0.3indirect
npmbrowserslist4.28.2indirect
npmbs-logger0.2.6indirect
npmbser2.1.1indirect
npmbuffer5.7.1indirect
npmbuffer-crc320.2.13indirect
npmbuffer-from1.1.2indirect
npmcachedir2.4.0indirect
npmcall-bind-apply-helpers1.0.2indirect
npmcall-bound1.0.4indirect
npmcallsites3.1.0indirect
npmcamelcase5.3.1indirect
npmcamelcase6.3.0indirect
npmcaniuse-lite1.0.30001799indirect
npmcaseless0.12.0indirect
npmchalk4.1.2indirect
npmchar-regex1.0.2indirect
npmcheck-more-types2.24.0indirect
npmci-info3.9.0indirect
npmci-info4.4.0indirect
npmcjs-module-lexer1.4.3indirect
npmclean-stack2.2.0indirect
npmcli-cursor3.1.0indirect
npmcli-table30.6.5indirect
npmcli-truncate2.1.0indirect
npmcliui8.0.1indirect
npmco4.6.0indirect
npmcollect-v8-coverage1.0.3indirect
npmcolor-convert2.0.1indirect
npmcolor-name1.1.4indirect
npmcolorette2.0.20indirect
npmcombined-stream1.0.8indirect
npmcommander6.2.1indirect
npmcommon-tags1.8.2indirect
npmconcat-map0.0.1indirect
npmconvert-source-map2.0.0indirect
npmcore-util-is1.0.2indirect
npmcreate-jest29.7.0indirect
npmcross-spawn7.0.6indirect
npmcsstype3.2.3indirect
npmcypress13.17.0indirect
npmdashdash1.14.1indirect
npmdayjs1.11.21indirect
npmdebug3.2.7indirect
npmdebug4.4.3indirect
npmdedent1.7.2indirect
npmdeep-is0.1.4indirect
npmdeepmerge4.3.1indirect
npmdelayed-stream1.0.0indirect
npmdetect-libc2.1.2indirect
npmdetect-newline3.1.0indirect
npmdiff-sequences29.6.3indirect
npmdunder-proto1.0.1indirect
npmecc-jsbn0.1.2indirect
npmelectron-to-chromium1.5.372indirect
npmemittery0.13.1indirect
npmemoji-regex8.0.0indirect
npmend-of-stream1.4.5indirect
npmenhanced-resolve5.21.6indirect
npmenquirer2.4.1indirect
npmerror-ex1.3.4indirect
npmes-define-property1.0.1indirect
npmes-errors1.3.0indirect
npmes-object-atoms1.1.2indirect
npmes-set-tostringtag2.1.0indirect
npmescalade3.2.0indirect
npmescape-string-regexp1.0.5indirect
npmescape-string-regexp2.0.0indirect
npmescape-string-regexp4.0.0indirect
npmeslint10.5.0indirect
npmeslint-plugin-react-hooks7.1.1indirect
npmeslint-plugin-react-refresh0.5.2indirect
npmeslint-scope9.1.2indirect
npmeslint-visitor-keys3.4.3indirect
npmeslint-visitor-keys5.0.1indirect
npmespree11.2.0indirect
npmesprima4.0.1indirect
npmesquery1.7.0indirect
npmesrecurse4.3.0indirect
npmestraverse5.3.0indirect
npmesutils2.0.3indirect
npmeventemitter26.4.7indirect
npmexeca4.1.0indirect
npmexeca5.1.1indirect
npmexecutable4.1.1indirect
npmexit0.1.2indirect
npmexpect29.7.0indirect
npmextend3.0.2indirect
npmextract-zip2.0.1indirect
npmextsprintf1.3.0indirect
npmfast-deep-equal3.1.3indirect
npmfast-json-stable-stringify2.1.0indirect
npmfast-levenshtein2.0.6indirect
npmfb-watchman2.0.2indirect
npmfd-slicer1.1.0indirect
npmfdir6.5.0indirect
npmfigures3.2.0indirect
npmfile-entry-cache8.0.0indirect
npmfill-range7.1.1indirect
npmfind-up4.1.0indirect
npmfind-up5.0.0indirect
npmflat-cache4.0.1indirect
npmflatted3.4.2indirect
npmforever-agent0.6.1indirect
npmform-data4.0.6indirect
npmfraction.js5.3.4indirect
npmfs-extra9.1.0indirect
npmfs.realpath1.0.0indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmgensync1.0.0-beta.2indirect
npmget-caller-file2.0.5indirect
npmget-intrinsic1.3.0indirect
npmget-package-type0.1.0indirect
npmget-proto1.0.1indirect
npmget-stream5.2.0indirect
npmget-stream6.0.1indirect
npmgetos3.2.1indirect
npmgetpass0.1.7indirect
npmglob7.2.3indirect
npmglob-parent6.0.2indirect
npmglobal-dirs3.0.1indirect
npmglobals17.6.0indirect
npmgopd1.2.0indirect
npmgraceful-fs4.2.11indirect
npmhandlebars4.7.9indirect
npmhas-flag4.0.0indirect
npmhas-symbols1.1.0indirect
npmhas-tostringtag1.0.2indirect
npmhasown2.0.4indirect
npmhermes-estree0.25.1indirect
npmhermes-parser0.25.1indirect
npmhtml-escaper2.0.2indirect
npmhttp-signature1.4.0indirect
npmhuman-signals1.1.1indirect
npmhuman-signals2.1.0indirect
npmieee7541.2.1indirect
npmignore5.3.2indirect
npmignore7.0.5indirect
npmimport-local3.2.0indirect
npmimurmurhash0.1.4indirect
npmindent-string4.0.0indirect
npminflight1.0.6indirect
npminherits2.0.4indirect
npmini2.0.0indirect
npmis-arrayish0.2.1indirect
npmis-core-module2.16.2indirect
npmis-extglob2.1.1indirect
npmis-fullwidth-code-point3.0.0indirect
npmis-generator-fn2.1.0indirect
npmis-glob4.0.3indirect
npmis-installed-globally0.4.0indirect
npmis-number7.0.0indirect
npmis-path-inside3.0.3indirect
npmis-stream2.0.1indirect
npmis-typedarray1.0.0indirect
npmis-unicode-supported0.1.0indirect
npmisexe2.0.0indirect
npmisstream0.1.2indirect
npmistanbul-lib-coverage3.2.2indirect
npmistanbul-lib-instrument5.2.1indirect
npmistanbul-lib-instrument6.0.3indirect
npmistanbul-lib-report3.0.1indirect
npmistanbul-lib-source-maps4.0.1indirect
npmistanbul-reports3.2.0indirect
npmjest29.7.0indirect
npmjest-changed-files29.7.0indirect
npmjest-circus29.7.0indirect
npmjest-cli29.7.0indirect
npmjest-config29.7.0indirect
npmjest-diff29.7.0indirect
npmjest-docblock29.7.0indirect
npmjest-each29.7.0indirect
npmjest-environment-node29.7.0indirect
npmjest-get-type29.6.3indirect
npmjest-haste-map29.7.0indirect
npmjest-leak-detector29.7.0indirect
npmjest-matcher-utils29.7.0indirect
npmjest-message-util29.7.0indirect
npmjest-mock29.7.0indirect
npmjest-pnp-resolver1.2.3indirect
npmjest-regex-util29.6.3indirect
npmjest-resolve29.7.0indirect
npmjest-resolve-dependencies29.7.0indirect
npmjest-runner29.7.0indirect
npmjest-runtime29.7.0indirect
npmjest-snapshot29.7.0indirect
npmjest-util29.7.0indirect
npmjest-validate29.7.0indirect
npmjest-watcher29.7.0indirect
npmjest-worker29.7.0indirect
npmjiti2.7.0indirect
npmjs-tokens4.0.0indirect
npmjs-yaml3.14.2indirect
npmjsbn0.1.1indirect
npmjsesc3.1.0indirect
npmjson-buffer3.0.1indirect
npmjson-parse-even-better-errors2.3.1indirect
npmjson-schema0.4.0indirect
npmjson-schema-traverse0.4.1indirect
npmjson-stable-stringify-without-jsonify1.0.1indirect
npmjson-stringify-safe5.0.1indirect
npmjson52.2.3indirect
npmjsonfile6.2.1indirect
npmjsprim2.0.2indirect
npmkeyv4.5.4indirect
npmkleur3.0.3indirect
npmlazy-ass1.6.0indirect
npmleven3.1.0indirect
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
npmlines-and-columns1.2.4indirect
npmlistr23.14.0indirect
npmlocate-path5.0.0indirect
npmlocate-path6.0.0indirect
npmlodash4.18.1indirect
npmlodash.memoize4.1.2indirect
npmlodash.once4.1.1indirect
npmlog-symbols4.1.0indirect
npmlog-update4.0.0indirect
npmlru-cache5.1.1indirect
npmlucide-react1.18.0indirect
npmmagic-string0.30.21indirect
npmmake-dir4.0.0indirect
npmmake-error1.3.6indirect
npmmakeerror1.0.12indirect
npmmath-intrinsics1.1.0indirect
npmmerge-stream2.0.0indirect
npmmicromatch4.0.8indirect
npmmime-db1.52.0indirect
npmmime-types2.1.35indirect
npmmimic-fn2.1.0indirect
npmminimatch10.2.5indirect
npmminimatch3.1.5indirect
npmminimist1.2.8indirect
npmms2.1.3indirect
npmnanoid3.3.12indirect
npmnatural-compare1.4.0indirect
npmneo-async2.6.2indirect
npmnode-int640.4.0indirect
npmnode-releases2.0.47indirect
npmnormalize-path3.0.0indirect
npmnpm-run-path4.0.1indirect
npmobject-inspect1.13.4indirect
npmonce1.4.0indirect
npmonetime5.1.2indirect
npmoptionator0.9.4indirect
npmospath1.2.2indirect
npmp-limit2.3.0indirect
npmp-limit3.1.0indirect
npmp-locate4.1.0indirect
npmp-locate5.0.0indirect
npmp-map4.0.0indirect
npmp-try2.2.0indirect
npmparse-json5.2.0indirect
npmpath-exists4.0.0indirect
npmpath-is-absolute1.0.1indirect
npmpath-key3.1.1indirect
npmpath-parse1.0.7indirect
npmpend1.2.0indirect
npmperformance-now2.1.0indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.4indirect
npmpify2.3.0indirect
npmpirates4.0.7indirect
npmpkg-dir4.2.0indirect
npmpocketbase0.27.0indirect
npmpostcss8.5.15indirect
npmpostcss-value-parser4.2.0indirect
npmprelude-ls1.2.1indirect
npmprettier3.8.4indirect
npmpretty-bytes5.6.0indirect
npmpretty-format29.7.0indirect
npmprocess0.11.10indirect
npmprompts2.4.2indirect
npmproxy-from-env1.0.0indirect
npmpump3.0.4indirect
npmpunycode2.3.1indirect
npmpure-rand6.1.0indirect
npmqs6.14.2indirect
npmreact19.2.7indirect
npmreact-dom19.2.7indirect
npmreact-is18.3.1indirect
npmrequest-progress3.0.0indirect
npmrequire-directory2.1.1indirect
npmresolve1.22.12indirect
npmresolve-cwd3.0.0indirect
npmresolve-from5.0.0indirect
npmresolve.exports2.0.3indirect
npmrestore-cursor3.1.0indirect
npmrfdc1.4.1indirect
npmrolldown1.0.3indirect
npmrxjs7.8.2indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmscheduler0.27.0indirect
npmsemver6.3.1indirect
npmsemver7.8.4indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.1indirect
npmside-channel-list1.0.1indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsignal-exit3.0.7indirect
npmsisteransi1.0.5indirect
npmslash3.0.0indirect
npmslice-ansi3.0.0indirect
npmslice-ansi4.0.0indirect
npmsource-map0.6.1indirect
npmsource-map-js1.2.1indirect
npmsource-map-support0.5.13indirect
npmsprintf-js1.0.3indirect
npmsshpk1.18.0indirect
npmstack-utils2.0.6indirect
npmstring-length4.0.2indirect
npmstring-width4.2.3indirect
npmstrip-ansi6.0.1indirect
npmstrip-bom4.0.0indirect
npmstrip-final-newline2.0.0indirect
npmstrip-json-comments3.1.1indirect
npmsupports-color7.2.0indirect
npmsupports-color8.1.1indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtailwindcss4.3.1indirect
npmtapable2.3.3indirect
npmtest-exclude6.0.0indirect
npmthrottleit1.0.1indirect
npmthrough2.3.8indirect
npmtinyglobby0.2.17indirect
npmtldts6.1.86indirect
npmtldts-core6.1.86indirect
npmtmp0.2.7indirect
npmtmpl1.0.5indirect
npmto-regex-range5.0.1indirect
npmtough-cookie5.1.2indirect
npmtree-kill1.2.2indirect
npmts-api-utils2.5.0indirect
npmts-jest29.4.11indirect
npmtslib2.8.1indirect
npmtunnel-agent0.6.0indirect
npmtweetnacl0.14.5indirect
npmtype-check0.4.0indirect
npmtype-detect4.0.8indirect
npmtype-fest0.21.3indirect
npmtype-fest4.41.0indirect
npmtypescript5.9.3indirect
npmtypescript6.0.3indirect
npmtypescript-eslint8.61.0indirect
npmuglify-js3.19.3indirect
npmundici-types6.21.0indirect
npmundici-types7.18.2indirect
npmuniversalify2.0.1indirect
npmuntildify4.0.0indirect
npmupdate-browserslist-db1.2.3indirect
npmuri-js4.4.1indirect
npmuuid8.3.2indirect
npmv8-to-istanbul9.3.0indirect
npmverror1.10.0indirect
npmvite8.0.16indirect
npmwalker1.0.8indirect
npmwhich2.0.2indirect
npmword-wrap1.2.5indirect
npmwordwrap1.0.0indirect
npmwrap-ansi6.2.0indirect
npmwrap-ansi7.0.0indirect
npmwrappy1.0.2indirect
npmwrite-file-atomic4.0.2indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyargs17.7.2indirect
npmyargs-parser21.1.1indirect
npmyauzl2.10.0indirect
npmyocto-queue0.1.0indirect
npmzod4.4.3indirect
npmzod-validation-error4.0.2indirect
PyPIadaptive1.4.2indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIantlr4-python3-runtime4.13.2indirect
PyPIappnope0.1.4indirect
PyPIasteval1.0.8indirect
PyPIasttokens3.0.1indirect
PyPIattrs26.1.0indirect
PyPIbeautifulsoup44.15.0indirect
PyPIbroadbean0.15.0indirect
PyPIcachebox5.2.3indirect
PyPIcattrs26.1.0indirect
PyPIcertifi2026.5.20indirect
PyPIcf-xarray0.11.1indirect
PyPIcffi2.0.0indirect
PyPIcftime1.6.5indirect
PyPIcharset-normalizer3.4.7indirect
PyPIclick8.4.1indirect
PyPIcloudpickle3.1.2indirect
PyPIcolorama0.4.6indirect
PyPIcolumnar1.4.1indirect
PyPIcomm0.2.3indirect
PyPIconfigparser7.2.0indirect
PyPIcontourpy1.3.3indirect
PyPIcycler0.12.1indirect
PyPIdask2026.3.0indirect
PyPIdataclasses-json0.6.7indirect
PyPIdebugpy1.8.21indirect
PyPIdecorator5.3.1indirect
PyPIdeepdiff9.1.0indirect
PyPIdill0.4.1indirect
PyPIdonfig0.8.1.post1indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecuting2.2.1indirect
PyPIfastjsonschema2.21.2indirect
PyPIfilelock3.29.1indirect
PyPIfonttools4.63.0indirect
PyPIfsspec2026.4.0indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIh5netcdf1.8.1indirect
PyPIh5py3.16.0indirect
PyPIhickle5.0.3indirect
PyPIidna3.18indirect
PyPIifaddr0.2.0indirect
PyPIiniconfig2.3.0indirect
PyPIipykernel7.2.0indirect
PyPIipython9.14.1indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIipywidgets8.1.8indirect
PyPIjedi0.20.0indirect
PyPIjinja23.1.6indirect
PyPIjoblib1.5.3indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter-client8.9.0indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyterlab-widgets3.0.16indirect
PyPIkiwisolver1.5.0indirect
PyPIlazy-loader0.5indirect
PyPIlmfit1.3.4indirect
PyPIlocket1.0.0indirect
PyPIloky3.5.6indirect
PyPIlxml6.1.1indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImarshmallow3.26.2indirect
PyPImatplotlib3.10.9indirect
PyPImatplotlib-inline0.2.2indirect
PyPImdurl0.1.2indirect
PyPImethodtools0.4.7indirect
PyPImypy-extensions1.1.0indirect
PyPInarwhals2.22.1indirect
PyPInest-asyncio1.6.0indirect
PyPInetcdf41.7.1.post2indirect
PyPInetworkx3.6.1indirect
PyPInumcodecs0.16.5indirect
PyPIopenqasm31.0.1indirect
PyPIopentelemetry-api1.42.1indirect
PyPIorderly-set5.5.0indirect
PyPIpackaging26.2indirect
PyPIpandas3.0.3indirect
PyPIparso0.8.7indirect
PyPIpartd1.4.2indirect
PyPIpathvalidate3.3.1indirect
PyPIpexpect4.9.0indirect
PyPIpillow12.2.0indirect
PyPIplatformdirs4.10.0indirect
PyPIplotly6.8.0indirect
PyPIpluggy1.6.0indirect
PyPIpooch1.9.0indirect
PyPIprompt-toolkit3.0.52indirect
PyPIpsutil7.2.2indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpyarrow24.0.0indirect
PyPIpycparser3.0indirect
PyPIpydantic2.13.4indirect
PyPIpydantic-core2.46.4indirect
PyPIpydap3.5.9indirect
PyPIpygments2.20.0indirect
PyPIpyparsing3.3.2indirect
PyPIpyqt55.15.11indirect
PyPIpyqt5-qt55.15.19indirect
PyPIpyqt5-sip12.18.0indirect
PyPIpyqtgraph0.14.0indirect
PyPIpyserial3.5indirect
PyPIpysquashfsimage0.9.0indirect
PyPIpytest9.0.3indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpyvisa1.16.2indirect
PyPIpyzmq27.1.0indirect
PyPIqblox-instruments1.2.2indirect
PyPIqblox-scheduler1.0.0b4indirect
PyPIqcodes0.56.0indirect
PyPIqcodes-loop0.2.1indirect
PyPIqiskit-aer0.17.2indirect
PyPIqpi-client0.0.40indirect
PyPIqpi-driver0.0.40indirect
PyPIquantify-core0.8.3indirect
PyPIquantify-scheduler0.28.0.post2indirect
PyPIreferencing0.37.0indirect
PyPIrequests-cache1.3.2indirect
PyPIrich15.0.0indirect
PyPIrpds-py2026.5.1indirect
PyPIruamel-yaml0.19.1indirect
PyPIruff0.15.16indirect
PyPIruff0.15.17indirect
PyPIrustworkx0.17.1indirect
PyPIschema0.7.8indirect
PyPIscikit-learn1.9.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsortedcollections2.1.0indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.8.4indirect
PyPIspirack0.2.12indirect
PyPIstack-data0.6.3indirect
PyPIstevedore5.8.0indirect
PyPIstrenum0.4.15indirect
PyPItabulate0.10.0indirect
PyPIthreadpoolctl3.6.0indirect
PyPItomli2.4.1indirect
PyPItoolz1.1.0indirect
PyPItornado6.5.7indirect
PyPItqdm4.68.1indirect
PyPItraitlets5.15.1indirect
PyPItyper0.26.7indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspect0.9.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2026.2indirect
PyPIuncertainties3.2.2indirect
PyPIurl-normalize3.0.0indirect
PyPIurllib32.7.0indirect
PyPIversioningit3.3.0indirect
PyPIwcwidth0.8.1indirect
PyPIwebob1.8.10indirect
PyPIwebsockets16.0indirect
PyPIwidgetsnbextension4.0.15indirect
PyPIwirerope1.0.0indirect
PyPIxxhash3.7.0indirect
PyPIzarr3.2.1indirect
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 v0.12.0 — full methodology · metrics wiki.

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