Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-13 18:56 UTC

reflex-dev / xy

Ultra-fast and customizable Python charts

Python · TypeScriptApache-2.0★ 1,874 stars⑂ 75 forkssince Jul 2026View on GitHub ↗

reflex-dev/xy holds a health index of 92 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (96/100) and lowest on Security (68/100). It was last updated today. A single contributor accounts for most of its recent work.

92
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.

92
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 78 is calibrated to 92 on the published index scale (record calibration 2026-08-02).

Ownership

ReflexOrganization · verified domain
1,626 followers36 public repossince May 2022

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIxy0.0.864,949100 days ago

Metrics by category

Vitality

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

78Good · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
6.2/36Commit cadence — 9/52 weeks with commits
18/18Commit volume — 457 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year457
human_commit_share0.98
days_since_last_push0
active_weeks_last_year9
How it's scored
27/27Ships releases — 16 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~9 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count16
latest_release_tagv0.0.8
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases9

Community & Adoption

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

74Good · 17% of overall
How it's scored
53.1/60Stars — 1,874 stars
15.6/25Forks — 75 forks
5.6/15Watchers — 11 watchers
Inputs used
forks75
stars1,874
watchers11
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno
How it's scored
64.2/80Monthly downloads — 64,949 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesxy
dependents—
ecosystemspypi
total_downloads—
monthly_downloads64,949
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?

69Good · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
7/22.5Commit distribution — top contributor authored 69% of commits
13.5/13.5Contributor breadth — 13 contributors
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled13
top_contributor_share0.689
How it's scored
18.7/42Issue resolution — 44% of issues closed
24.4/30PR acceptance — 291/358 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
6/15OpenSSF Scorecard: Code-Review — Found 13/28 approved changesets -- score normalized to 4
Inputs used
merged_prs291
open_issues71
closed_issues57
prs_merged_7d1
prs_decided_7d1
prs_merged_30d6
prs_decided_30d6
issue_closed_ratio0.445
closed_unmerged_prs67
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
23.1/25Owner reach — 1,626 followers of reflex-dev
20.3/25Track record — 36 public repos, account ~4 yr old
Inputs used
followers1,626
owner_typeOrganization
is_verifiedyes
owner_loginreflex-dev
public_repos36
account_age_days1,626

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 10 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesxy
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall
How it's scored
24/24CI workflows — 16 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 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

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://reflex.dev/docs/xy/
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicscharts, data-analysis, data-science, data-visualization, graphs, python
has_wikiyes
homepagehttps://reflex.dev/docs/xy/
docs_sitehttps://reflex.dev/docs/xy/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

68Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 13/28 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 4 contributing companies or organizations
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 19 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 15 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories12
affected_packages5
assessed_packages340
unassessed_packages3
affected_by_severityhigh 4, moderate 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 340 resolved dependencies against OSV. 3 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.

90Excellent · 4% of overall
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, docs/app/AGENTS.md, docs/app/CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://reflex.dev/llms.txt)
40/40Legible commit history — 95 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://reflex.dev/llms.txt
legible_history_share0.969
agent_instruction_filesAGENTS.md, CLAUDE.md, docs/app/AGENTS.md, docs/app/CLAUDE.md
agent_instruction_max_bytes8,850
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — js/tsconfig.json, python/reflex_xy/py.typed, python/xy/py.typed
10/10Reproducible environment — lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
9/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, package-lock.json, uv.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsjs/tsconfig.json, python/reflex_xy/py.typed, python/xy/py.typed
agent_commit_share0.01
toolchain_manifestsCargo.toml, examples/osm/osmium-rs/Cargo.toml
dependency_bot_commit_share0
How it's scored
27/45Type-checkable code — Python with type-check config (js/tsconfig.json, python/reflex_xy/py.typed, python/xy/py.typed)
51.6/55Manageable file sizes — 32/523 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes451,590
source_files_sampled523
oversized_source_files32
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — demos, examples, notebooks
Inputs used
example_dirsdemos, examples, notebooks
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

1,874GitHub stars
13contributors
457commits, last 12 months
0days since last push
16releases
1bus factor
71open issues
crates.io, npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch crates package 'xy-core' from its registry
  • deps.dev does not index pypi:xy@0.0.8; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 75 ⇿
0Stars
75Forks
8Releases

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.

013253850637575142026-072026-082026-09
Major 0Minor 0Patch 4
OpenSSF Scorecard 6.0 / 10
6.0aggregate

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 · 2026-10-13 18:55 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 13/28 approved changesets -- score normalized to 4
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 19 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities15 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
crates.iopng0.18.1Cargo.toml
PyPInumpy>=1.24pyproject.toml
PyPIanywidget>=0.9pyproject.toml
All dependencies 343

Full resolved dependency set from the GitHub dependency graph: 6 direct and 337 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.iopng0.18.1direct
PyPIanywidget0.11.0direct
PyPInumpy—direct
PyPInumpy2.4.6direct
PyPInumpy2.5.1direct
PyPInumpy2.5.3direct
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crates.iobitflags2.13.0indirect
crates.iocc1.2.64indirect
crates.iocfg-if1.0.4indirect
crates.iocmake0.1.58indirect
crates.iocrc32fast1.5.0indirect
crates.iofdeflate0.3.7indirect
crates.iofind-msvc-tools0.1.9indirect
crates.ioflate21.1.9indirect
crates.iolibc0.2.186indirect
crates.iolibz-ng-sys1.1.29indirect
crates.iominiz_oxide0.8.9indirect
crates.ioshlex2.0.1indirect
crates.iosimd-adler320.3.9indirect
npm@base-ui/react1.8.0indirect
npm@emnapi/core1.11.1indirect
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npm@fontsource-variable/jetbrains-mono5.2.8indirect
npm@hugeicons/core-free-icons4.3.0indirect
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npm@napi-rs/wasm-runtime1.1.6indirect
npm@oxc-project/types0.139.0indirect
npm@radix-ui/react-accordion1.2.20indirect
npm@radix-ui/react-dialog1.1.23indirect
npm@radix-ui/react-form0.1.16indirect
npm@radix-ui/themes3.3.0indirect
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npm@rolldown/binding-win32-arm64-msvc1.1.5indirect
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PyPIlogistro2.0.1indirect
PyPImarkdown-it-py4.2.0indirect
PyPImatplotlib3.11.0indirect
PyPImatplotlib-inline0.2.2indirect
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PyPImistletoe1.6.0indirect
PyPImultidict6.7.1indirect
PyPInarwhals2.24.0indirect
PyPInodeenv1.10.0indirect
PyPIorjson3.11.9indirect
PyPIpackaging26.2indirect
PyPIpackaging26.3indirect
PyPIpandas3.0.3indirect
PyPIparso0.8.7indirect
PyPIpexpect4.9.0indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.10.0indirect
PyPIplatformdirs4.11.0indirect
PyPIplatformdirs4.11.11indirect
PyPIplaywright1.61.0indirect
PyPIplotly6.9.0indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit4.6.2indirect
PyPIprompt-toolkit3.0.52indirect
PyPIprompt-toolkit3.0.53indirect
PyPIpropcache0.5.2indirect
PyPIpsutil7.2.2indirect
PyPIpsygnal0.15.1indirect
PyPIpsygnal0.16.1indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpure-eval0.2.4indirect
PyPIpyarrow25.0.0indirect
PyPIpydantic2.13.4indirect
PyPIpydantic-core2.46.4indirect
PyPIpyee13.0.1indirect
PyPIpygments2.20.0indirect
PyPIpygments2.21.0indirect
PyPIpyparsing3.3.2indirect
PyPIpytest9.1.1indirect
PyPIpytest-codspeed5.0.3indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.6.1indirect
PyPIpython-engineio4.13.3indirect
PyPIpython-engineio4.13.4indirect
PyPIpython-engineio4.14.0indirect
PyPIpython-multipart0.0.32indirect
PyPIpython-socketio5.16.3indirect
PyPIpython-socketio5.17.0indirect
PyPIpyyaml6.0.3indirect
PyPIredis7.4.1indirect
PyPIreflex0.9.10.post130.dev0+fde64364indirect
PyPIreflex0.9.7indirect
PyPIreflex0.9.8indirect
PyPIreflex-base0.9.10.post130.dev0+fde64364indirect
PyPIreflex-base0.9.7indirect
PyPIreflex-base0.9.8indirect
PyPIreflex-components-code0.9.2indirect
PyPIreflex-components-code0.9.3indirect
PyPIreflex-components-code0.9.4.post143.dev0+fde64364indirect
PyPIreflex-components-core0.9.7indirect
PyPIreflex-components-core0.9.8indirect
PyPIreflex-components-core0.9.9.post142.dev0+fde64364indirect
PyPIreflex-components-dataeditor0.9.1indirect
PyPIreflex-components-dataeditor0.9.2.post143.dev0+fde64364indirect
PyPIreflex-components-gridjs0.9.1indirect
PyPIreflex-components-gridjs0.9.1.post518.dev0+fde64364indirect
PyPIreflex-components-internal0.0.30.post92.dev0+fde64364indirect
PyPIreflex-components-lucide1.0.2indirect
PyPIreflex-components-lucide1.0.3indirect
PyPIreflex-components-lucide1.0.4.post143.dev0+fde64364indirect
PyPIreflex-components-markdown0.9.3indirect
PyPIreflex-components-markdown0.9.3.post386.dev0+fde64364indirect
PyPIreflex-components-moment0.9.2indirect
PyPIreflex-components-moment0.9.3indirect
PyPIreflex-components-moment0.9.3.post234.dev0+fde64364indirect
PyPIreflex-components-plotly0.9.3indirect
PyPIreflex-components-plotly0.9.4indirect
PyPIreflex-components-plotly0.9.5.post143.dev0+fde64364indirect
PyPIreflex-components-radix0.9.6indirect
PyPIreflex-components-radix0.9.7indirect
PyPIreflex-components-radix0.9.8.post143.dev0+fde64364indirect
PyPIreflex-components-react-player0.9.1indirect
PyPIreflex-components-react-player0.9.2.post143.dev0+fde64364indirect
PyPIreflex-components-recharts0.9.1indirect
PyPIreflex-components-recharts0.9.2indirect
PyPIreflex-components-recharts0.9.2.post234.dev0+fde64364indirect
PyPIreflex-components-sonner0.9.1indirect
PyPIreflex-components-sonner0.9.2.post143.dev0+fde64364indirect
PyPIreflex-docgen0.9.5.post143.dev0+fde64364indirect
PyPIreflex-hosting-cli0.1.67indirect
PyPIreflex-hosting-cli0.1.68indirect
PyPIreflex-hosting-cli0.1.71.post144.dev0+fde64364indirect
PyPIreflex-integrations-docs0.0.0.post3524.dev0+fde64364indirect
PyPIreflex-site-shared0.0.45.post92.dev0+fde64364indirect
PyPIrich14.3.4indirect
PyPIrich15.0.0indirect
PyPIruff0.15.8indirect
PyPIruff0.16.8indirect
PyPIruff-format0.5.4indirect
PyPIsimple-websocket1.1.0indirect
PyPIsimplejson4.1.1indirect
PyPIsix1.17.0indirect
PyPIsortedcontainers2.4.0indirect
PyPIstack-data0.6.3indirect
PyPIstarlette1.3.1indirect
PyPIstarlette1.6.0indirect
PyPItornado6.5.7indirect
PyPItraitlets5.15.1indirect
PyPItraitlets5.16.1indirect
PyPIty0.0.66indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.3indirect
PyPIuvicorn—indirect
PyPIuvicorn0.51.0indirect
PyPIuvicorn0.52.1indirect
PyPIvirtualenv21.9.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwatchfiles1.3.0indirect
PyPIwcwidth0.8.2indirect
PyPIwcwidth0.8.4indirect
PyPIwebsocket-client1.9.0indirect
PyPIwidgetsnbextension4.0.15indirect
PyPIwidgetsnbextension4.0.16indirect
PyPIwrapt2.1.2indirect
PyPIwrapt2.3.0indirect
PyPIwsproto1.3.2indirect
PyPIxy0.0.4indirect
PyPIxy0.1.0indirect
PyPIxy-docs-app0.1.0indirect
PyPIxy-launch-scatter-baseline0.1.0indirect
PyPIyarl1.24.5indirect
Dependency advisories 5

This repository publishes no package the index resolves, so its own dependency graph was assessed — 340 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 0 are direct. 3 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
aiohttp3.14.2indirecthigh23.14.3
nanoid3.3.16indirecthigh15.1.6
source-map-js1.2.1indirecthigh11.2.2
tornado6.5.7indirecthigh76.5.9
multidict6.7.1indirectmoderate16.9.1

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

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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 — PyPI.