Public-interest software inspection versioned methodology

A public record of software health.

Bridges, elevators, and food have condition records kept in public. The software underneath all three does not. This is that record: maintainability, engineering quality, security posture, ecosystem adoption, and governance, measured the same way for every repository.

01Evidence attached02Results independent of payment03Method versioned

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Free for high public-value repositories. Private and niche repositories follow the documented certification route.

Public queue operational
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Reproducible evidenceEvery published result links to inspectable source evidence and methodology.
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Independent resultsPayment, sponsorship, and vendor alignment cannot alter a published result.
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Signals, not warrantiesResults inform review and procurement; they do not replace expert judgement.
Live catalogue

The record, as it stands.

Every repository admitted so far, searchable and rankable, each entry opening on a full report with its evidence.

Indexed repositories
98,511
Monthly downloads under inspection
650B
Median health index
59 Moderate
98,511 recordsRanked by popularity · browse by tag · record statistics
PyPI
95Exceptionalhealth index
lightly-ai/lightly
A python library for self-supervised learning on images.
Python★ 3,812Sep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
PyPI
77Goodhealth index
realiti4/claude-swap
Switch between multiple Claude Code accounts, with automatic rate-limit rotation, usage dashboard, and parallel sessions
Python★ 3,812↓ 19.1K/moOct 22, 2026
MITOct 22, 2026 · metrics 2.10.0
PyPI
34At Riskhealth index
FactoryBoy/factory_boy
A test fixtures replacement for Python
Python★ 3,811↓ 20.2M/moOct 24, 2026
MITOct 24, 2026 · metrics 2.10.0
npm · Maven
89Excellenthealth index
Atmosphere/atmosphere
Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.
Java★ 3,810↓ 74.7K/moSep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
PyPI · npm
98Exceptionalhealth index
mckinsey/vizro
Vizro is a low-code toolkit for building high-quality data visualization apps.
Python★ 3,810↓ 31.6K/moOct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
PyPI
99Exceptionalhealth index
pyvista/pyvista
3D visualization and mesh analysis for science and engineering
Python★ 3,810↓ 1.4M/moSep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
npm · crates.io · PyPI
96Exceptionalhealth index
edwardkim/rhwp
아래한글 hwp viewer and editor by rust and wasm
Rust · Python · HTML★ 3,806↓ 8,670/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
npm
94Exceptionalhealth index
parse-community/parse-dashboard
A dashboard for managing Parse Server
JavaScript★ 3,805↓ 22.3K/moSep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
RubyGems · npm
97Exceptionalhealth index
sorbet/sorbet
A fast, powerful type checker designed for Ruby
C++ · Ruby★ 3,805Oct 25, 2026
Apache-2.0Oct 25, 2026 · metrics 2.10.0
Packagist
8Criticalhealth index
lazychaser/laravel-nestedset
Effective tree structures in Laravel 4-8
PHP★ 3,803↓ 421.8K/moSep 18, 2026
No licenseSep 18, 2026 · metrics 2.10.0
npm
93Exceptionalhealth index
nodejs/corepack
Package manager version manager for Node.js projects
TypeScript★ 3,803↓ 17.9M/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
Go
90Excellenthealth index
aws/aws-lambda-go
Libraries, samples and tools to help Go developers develop AWS Lambda functions.
Go★ 3,801Sep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
npm
81Excellenthealth index
unplugin/unplugin-auto-import
Auto import APIs on-demand for Vite, Webpack and Rollup
TypeScript★ 3,799↓ 5.2M/moOct 3, 2026
MITOct 3, 2026 · metrics 2.10.0
PyPI
30At Riskhealth index
nalepae/pandarallel
A simple and efficient tool to parallelize Pandas operations on all available CPUs
Python★ 3,798Sep 17, 2026
BSD-3-ClauseSep 17, 2026 · metrics 2.10.0
npm
56Moderatehealth index
dcodeIO/bcrypt.js
Optimized bcrypt in JavaScript with zero dependencies, with TypeScript support.
JavaScript★ 3,797↓ 49.5M/moSep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
PyPI
53Moderatehealth index
tartley/colorama
Simple cross-platform colored terminal text in Python
Python★ 3,796↓ 247M/moOct 23, 2026
BSD-3-ClauseOct 23, 2026 · metrics 2.10.0
npm · crates.io
90Excellenthealth index
umijs/dumi
📖 Static Site Generator for component library development
JavaScript · TypeScript★ 3,795↓ 227.7K/moOct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
NuGet
88Excellenthealth index
SciSharp/LLamaSharp
A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.
C# · JavaScript★ 3,791Sep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
PyPI
54Moderatehealth index
JJTech0130/pypush
Python APNs and iMessage client
Python★ 3,790↓ 86/moOct 25, 2026
Custom licenseOct 25, 2026 · metrics 2.10.0
npm · Maven
34At Riskhealth index
JetBrains/ring-ui
A collection of JetBrains Web UI components
TypeScript · CSS★ 3,790↓ 101.6K/moSep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
Packagist
65Goodhealth index
symfony/dotenv
Registers environment variables from a .env file
PHP★ 3,790↓ 8.8M/moOct 24, 2026
MITOct 24, 2026 · metrics 2.10.0
Go
97Exceptionalhealth index
OffchainLabs/prysm
Go implementation of Ethereum proof of stake
Go★ 3,789Oct 23, 2026
GPL-3.0Oct 23, 2026 · metrics 2.10.0
Packagist · npm
95Exceptionalhealth index
wp-graphql/wp-graphql
:rocket: GraphQL API for WordPress
PHP · JavaScript★ 3,789↓ 4,975/moSep 15, 2026
GPL-3.0Sep 15, 2026 · metrics 2.10.0
npm · Maven
97Exceptionalhealth index
apache/cordova-android
Apache Cordova Android
JavaScript · Java★ 3,788↓ 190.5K/moSep 14, 2026
Apache-2.0Sep 14, 2026 · metrics 2.10.0
—
88Excellenthealth index
KhronosGroup/Vulkan-Hpp
Open-Source Vulkan C++ API
C++★ 3,787Sep 14, 2026
Apache-2.0Sep 14, 2026 · metrics 2.10.0
npm
34At Riskhealth index
css/csso
CSS minifier with structural optimizations
JavaScript · CSS★ 3,784↓ 119M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
npm
91Excellenthealth index
grammyjs/grammY
The Telegram Bot Framework.
TypeScript★ 3,783↓ 18.5M/moOct 24, 2026
MITOct 24, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
vllm-project/llm-compressor
Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
Python★ 3,778↓ 115.7K/moSep 13, 2026
Apache-2.0Sep 13, 2026 · metrics 2.10.0
Packagist
28At Riskhealth index
ralouphie/getallheaders
PHP getallheaders polyfill
PHP★ 3,777↓ 26.3M/moOct 24, 2026
MITOct 24, 2026 · metrics 2.10.0
Go
89Excellenthealth index
spegel-org/spegel
Stateless cluster local OCI registry mirror.
Go★ 3,777Sep 11, 2026
MITSep 11, 2026 · metrics 2.10.0