Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 22:53 UTC

huangjunsen0406 / py-xiaozhi

Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.

Python · QMLMIT★ 3,468 stars⑂ 731 forkssince Feb 2025View on GitHub ↗
KindLibraryCommand-line toolMCP serverWeb interfacehow this is determined
#esp32#esp32-s3#xiaozhi-esp32#mcp#mcp-server#python#cross-platform#edge-computing#embodied-ai#iot#mcp-client#multi-modal#raspberry-pi#robotics#voice-assistant

huangjunsen0406/py-xiaozhi holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (85/100) and lowest on Security (23/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

73
overall / 100
Good

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.

73
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 64 is calibrated to 73 on the published index scale (record calibration 2026-08-02).

Ownership

Junsen HuangPersonal account
148 followers128 public repossince Jun 2020

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 publish
npmdocuments—00—

Metrics by category

Vitality

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

85Excellent · 21% of overall

Development activity

82Excellent
How it's scored
36/36Push recency — last push 2 days ago
18/36Commit cadence — 26/52 weeks with commits
18/18Commit volume — 383 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year383
human_commit_share1
days_since_last_push2
active_weeks_last_year26

Release discipline

90Excellent
How it's scored
27/27Ships releases — 23 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~13.2 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count23
latest_release_tagv2.1.2
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases13.2

Community & Adoption

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

81Excellent · 17% of overall

Popularity & adoption

90Excellent
How it's scored
57.4/60Stars — 3,468 stars
23.9/25Forks — 731 forks
8.4/15Watchers — 34 watchers
Inputs used
forks731
stars3,468
watchers34
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

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

59Moderate · 23% of overall

Maintainer resilience (bus factor)

27At Risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
1.5/22.5Commit distribution — top contributor authored 94% of commits
13.5/13.5Contributor breadth — 20 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled20
top_contributor_share0.935

Issue & PR responsiveness

79Good
How it's scored
41/42Issue resolution — 98% of issues closed
24.8/30PR acceptance — 85/103 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — Found 1/13 approved changesets -- score normalized to 0
Inputs used
merged_prs85
open_issues5
closed_issues206
prs_merged_7d0
prs_decided_7d0
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio0.976
closed_unmerged_prs18
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1

Ownership & stewardship

63Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
15.6/25Owner reach — 148 followers of huangjunsen0406
25/25Track record — 128 public repos, account ~6 yr old
Inputs used
followers148
owner_typeUser
is_verified—
owner_loginhuangjunsen0406
public_repos128
account_age_days2,289
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

75Good
How it's scored
25/25Published & resolvable — 1 package(s) on npm
0/35Publish recency — no data
4/20Version history — 0 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesdocuments
ecosystemsnpm
any_deprecatedno
min_days_since_publish—
Excluded from scoring (no data or not applicable): Publish recency. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

68Good · 19% of overall

Engineering practices

64Moderate
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
16/16Linter config — .flake8, pyproject.toml ([tool.ruff], [tool.black], [tool.isort])
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 3 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

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://huangjunsen0406.github.io/py-xiaozhi/
10/10Repository description
10/10Topics — 15 topics
10/10Wiki
Inputs used
topicsesp32, esp32-s3, xiaozhi-esp32, mcp, mcp-server, python, cross-platform, edge-computing, embodied-ai, iot, mcp-client, multi-modal, raspberry-pi, robotics, voice-assistant
has_wikiyes
homepagehttps://huangjunsen0406.github.io/py-xiaozhi/
docs_sitehttps://huangjunsen0406.github.io/py-xiaozhi/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

23At Risk · 16% of overall

Security posture

21At Risk
How it's scored
0/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/13 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 104 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate2.1
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

Dependency advisories

33At Risk
How it's scored
4.3/35Direct dependencies free of known advisories — 5 affected: aiohttp 3.13.2 (critical 9.1), cryptography 46.0.3 (critical 9.8), pillow 12.1.0 (critical 9.1), +2 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
20.1/40No advisories left outstanding — 5 advisory-carrying package(s) unaddressed past 90 days; oldest published 250 days ago
Inputs used
sourceosv
advisories153
affected_packages18
assessed_packages354
unassessed_packages33
affected_by_severitycritical 6, high 4, moderate 7, low 1
direct_affected_packages5
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 354 resolved dependencies against OSV. 33 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.

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.

61Moderate · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

54Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — .flake8, pyproject.toml ([tool.ruff], [tool.black], [tool.isort])
11/11Static type checking — documents/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml, uv.lock, yarn.lock
has_dockerfileno
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configsdocuments/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (documents/tsconfig.json)
54.7/55Manageable file sizes — 1/181 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes60,449
source_files_sampled181
oversized_source_files1

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
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

3,468GitHub stars
20contributors
383commits, last 12 months
2days since last push
23releases
1bus factor
5open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'py-xiaozhi' from its registry

More detail

Star and fork history 0 ★ / 731 ⇿
0Stars
731Forks
23Releases

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.

0125250375500625750725152025-022025-112026-09
Major 2Minor 2Patch 19

Each point covers 2 days.

OpenSSF Scorecard 2.1 / 10
2.1aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-13 22:53 UTC

0Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 3 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 1/13 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
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not 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
0Vulnerabilities104 existing vulnerabilities detected
Direct dependencies 40
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All dependencies 387

Full resolved dependency set from the GitHub dependency graph: 72 direct and 315 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npm@vue/compiler-dom3.5.13indirect
npm@vue/compiler-sfc3.5.13indirect
npm@vue/compiler-ssr3.5.13indirect
npm@vue/devtools-api7.7.5indirect
npm@vue/devtools-kit7.7.5indirect
npm@vue/devtools-shared7.7.5indirect
npm@vue/reactivity3.5.13indirect
npm@vue/runtime-core3.5.13indirect
npm@vue/runtime-dom3.5.13indirect
npm@vue/server-renderer3.5.13indirect
npm@vue/shared3.5.13indirect
npm@vueuse/core10.11.1indirect
npm@vueuse/core12.8.2indirect
npm@vueuse/integrations12.8.2indirect
npm@vueuse/metadata10.11.1indirect
npm@vueuse/metadata12.8.2indirect
npm@vueuse/shared10.11.1indirect
npm@vueuse/shared12.8.2indirect
npmalgoliasearch5.23.4indirect
npmbirpc2.3.0indirect
npmbody-scroll-lock4.0.0-beta.0indirect
npmbuffer-builder0.2.0indirect
npmccount2.0.1indirect
npmcharacter-entities-html42.1.0indirect
npmcharacter-entities-legacy3.0.0indirect
npmcolorjs.io0.5.2indirect
npmcomma-separated-tokens2.0.3indirect
npmcopy-anything3.0.5indirect
npmcsstype3.1.3indirect
npmdequal2.0.3indirect
npmdetect-libc2.0.3indirect
npmdevlop1.1.0indirect
npmemoji-regex-xs1.0.0indirect
npmenhanced-resolve5.18.1indirect
npmentities4.5.0indirect
npmesbuild0.21.5indirect
npmestree-walker2.0.2indirect
npmfocus-trap7.6.4indirect
npmfs-extra11.3.0indirect
npmfsevents2.3.3indirect
npmgraceful-fs4.2.11indirect
npmhas-flag4.0.0indirect
npmhast-util-to-html9.0.5indirect
npmhast-util-whitespace3.0.0indirect
npmhookable5.5.3indirect
npmhtml-void-elements3.0.0indirect
npmimmutable5.1.1indirect
npmis-what4.1.16indirect
npmjiti2.4.2indirect
npmjsonfile6.1.0indirect
npmlightningcss1.29.2indirect
npmlightningcss-darwin-arm641.29.2indirect
npmlightningcss-darwin-x641.29.2indirect
npmlightningcss-freebsd-x641.29.2indirect
npmlightningcss-linux-arm-gnueabihf1.29.2indirect
npmlightningcss-linux-arm64-gnu1.29.2indirect
npmlightningcss-linux-arm64-musl1.29.2indirect
npmlightningcss-linux-x64-gnu1.29.2indirect
npmlightningcss-linux-x64-musl1.29.2indirect
npmlightningcss-win32-arm64-msvc1.29.2indirect
npmlightningcss-win32-x64-msvc1.29.2indirect
npmmagic-string0.30.17indirect
npmmark.js8.11.1indirect
npmmdast-util-to-hast13.2.0indirect
npmmicromark-util-character2.1.1indirect
npmmicromark-util-encode2.0.1indirect
npmmicromark-util-sanitize-uri2.0.1indirect
npmmicromark-util-symbol2.0.1indirect
npmmicromark-util-types2.0.2indirect
npmminisearch7.1.2indirect
npmmitt3.0.1indirect
npmnanoid3.3.11indirect
npmnormalize.css8.0.1indirect
npmoniguruma-to-es3.1.1indirect
npmperfect-debounce1.0.0indirect
npmpicocolors1.1.1indirect
npmpostcss8.5.3indirect
npmpreact10.26.5indirect
npmproperty-information7.0.0indirect
npmregex6.0.1indirect
npmregex-recursion6.0.2indirect
npmregex-utilities2.3.0indirect
npmrfdc1.4.1indirect
npmrollup4.40.0indirect
npmrxjs7.8.2indirect
npmsass-embedded1.86.3indirect
npmsass-embedded-android-arm1.86.3indirect
npmsass-embedded-android-arm641.86.3indirect
npmsass-embedded-android-ia321.86.3indirect
npmsass-embedded-android-riscv641.86.3indirect
npmsass-embedded-android-x641.86.3indirect
npmsass-embedded-darwin-arm641.86.3indirect
npmsass-embedded-darwin-x641.86.3indirect
npmsass-embedded-linux-arm1.86.3indirect
npmsass-embedded-linux-arm641.86.3indirect
npmsass-embedded-linux-ia321.86.3indirect
npmsass-embedded-linux-musl-arm1.86.3indirect
npmsass-embedded-linux-musl-arm641.86.3indirect
npmsass-embedded-linux-musl-ia321.86.3indirect
npmsass-embedded-linux-musl-riscv641.86.3indirect
npmsass-embedded-linux-musl-x641.86.3indirect
npmsass-embedded-linux-riscv641.86.3indirect
npmsass-embedded-linux-x641.86.3indirect
npmsass-embedded-win32-arm641.86.3indirect
npmsass-embedded-win32-ia321.86.3indirect
npmsass-embedded-win32-x641.86.3indirect
npmsearch-insights2.17.3indirect
npmshiki2.5.0indirect
npmsource-map-js1.2.1indirect
npmspace-separated-tokens2.0.2indirect
npmspeakingurl14.0.1indirect
npmstringify-entities4.0.4indirect
npmsuperjson2.2.2indirect
npmsupports-color8.1.1indirect
npmsync-child-process1.0.2indirect
npmsync-message-port1.1.3indirect
npmtabbable6.2.0indirect
npmtapable2.2.1indirect
npmtiny-decode0.1.3indirect
npmtrim-lines3.0.1indirect
npmtslib2.3.0indirect
npmtypescript5.8.3indirect
npmundici-types6.21.0indirect
npmunist-util-is6.0.0indirect
npmunist-util-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.0.0indirect
npmunist-util-visit-parents6.0.1indirect
npmuniversalify2.0.1indirect
npmvarint6.0.0indirect
npmvfile6.0.3indirect
npmvfile-message4.0.2indirect
npmvite5.4.18indirect
npmvitepress1.6.3indirect
npmvue-demi0.14.10indirect
npmzrender5.6.1indirect
npmzwitch2.0.4indirect
PyPIaiohappyeyeballs2.6.1indirect
PyPIaiosignal1.4.0indirect
PyPIaltgraph0.17.5indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.12.0indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs25.4.0indirect
PyPIbackports-asyncio-runner1.2.0indirect
PyPIcertifi2025.11.12indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.4indirect
PyPIcolorama0.4.6indirect
PyPIcolorzero2.0indirect
PyPIdistro1.9.0indirect
PyPIevdev1.9.2indirect
PyPIexceptiongroup1.3.1indirect
PyPIfrozenlist1.8.0indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx0.28.1indirect
PyPIidna3.11indirect
PyPIiniconfig2.3.0indirect
PyPIjiter0.12.0indirect
PyPIlinkify-it-py2.1.0indirect
PyPImacholib1.16.4indirect
PyPImarkdown-it-py4.2.0indirect
PyPImdit-py-plugins0.6.1indirect
PyPImdurl0.1.2indirect
PyPImultidict6.7.0indirect
PyPIpackaging25.0indirect
PyPIpefile2024.8.26indirect
PyPIpluggy1.6.0indirect
PyPIpropcache0.4.1indirect
PyPIpy-xiaozhi1.0.0indirect
PyPIpycparser2.23indirect
PyPIpydantic2.12.5indirect
PyPIpydantic-core2.41.5indirect
PyPIpygments2.19.2indirect
PyPIpyinstaller6.17.0indirect
PyPIpyinstaller-hooks-contrib2025.11indirect
PyPIpyobjc-core12.1indirect
PyPIpyobjc-framework-applicationservices12.1indirect
PyPIpyobjc-framework-coretext12.1indirect
PyPIpyside6—indirect
PyPIpyside66.10.1indirect
PyPIpyside6-addons6.10.1indirect
PyPIpyside6-essentials6.10.1indirect
PyPIpytest9.0.2indirect
PyPIpytest-asyncio1.3.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-xlib0.33indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIqasync—indirect
PyPIqasync0.28.0indirect
PyPIrich15.0.0indirect
PyPIruff0.14.10indirect
PyPIsetuptools80.9.0indirect
PyPIshiboken66.10.1indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPItextual8.2.8indirect
PyPItomli2.3.0indirect
PyPItqdm4.67.1indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.3indirect
PyPIuc-micro-py2.0.0indirect
PyPIurllib32.6.2indirect
PyPIwinregistry2.1.2indirect
PyPIyarl1.22.0indirect
Dependency advisories 18

This repository publishes no package the index resolves, so its own dependency graph was assessed — 354 packages, which also include development and test pins that never ship: 18 carry known advisories, of which 5 are direct. 33 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
aiohttp3.13.2directcritical643.14.3
cryptography46.0.3directcritical1350.0.0
pillow12.1.0directcritical3812.3.0
immutable5.1.1indirectcritical35.1.8
preact10.26.5indirectcritical110.28.2
rollup4.40.0indirectcritical14.59.0
nanoid3.3.11indirecthigh35.1.16
postcss8.5.3indirecthigh48.5.23
urllib32.6.2indirecthigh62.7.0
vite5.4.18indirecthigh78.0.16
echarts5.6.0directmoderate16.1.0
requests2.32.5directmoderate22.33.0
esbuild0.21.5indirectmoderate10.25.0
idna3.11indirectmoderate23.15
mdast-util-to-hast13.2.0indirectmoderate113.2.1
pytest9.0.2indirectmoderate29.0.3
setuptools80.9.0indirectmoderate283.0.0
pygments2.19.2indirectlow22.20.0

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.

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — npm.