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
97,768
Monthly downloads under inspection
650B
Median health index
59 Moderate
97,768 recordsRanked by popularity · browse by tag · record statistics
Go
91Excellenthealth index
bytedance/sonic
A blazingly fast JSON serializing & deserializing library
Go · Assembly★ 9,590Aug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
npm
78Goodhealth index
jprichardson/node-fs-extra
Node.js: extra methods for the fs object like copy(), remove(), mkdirs()
JavaScript★ 9,589↓ 813M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
arogozhnikov/einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Python · Jupyter Notebook★ 9,582↓ 27.1M/moAug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
npm
87Excellenthealth index
mrousavy/react-native-vision-camera
📸 A powerful, high-performance React Native Camera library.
TypeScript · Swift · Kotlin★ 9,582↓ 2.7M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
PyPI · npm
97Exceptionalhealth index
xorbitsai/inference
Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.
Python · TypeScript★ 9,579↓ 8,895/moSep 20, 2026
Apache-2.0Sep 20, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
tobymao/sqlglot
Python SQL Parser and Transpiler
Python★ 9,573↓ 86.7M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
NuGet
96Exceptionalhealth index
reactiveui/refit
The automatic type-safe REST library for .NET Core, Xamarin and .NET. Heavily inspired by Square's Retrofit library, Refit turns your REST API into a live interface.
C#★ 9,562Aug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
MakazhanAlpamys/Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
Python★ 9,561↓ 5,483/moOct 22, 2026
Apache-2.0Oct 22, 2026 · metrics 2.10.0
PyPI
100Exceptionalhealth index
aws/serverless-application-model
The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.
Python★ 9,561Aug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
Maven
95Exceptionalhealth index
spring-projects/spring-ai
An Application Framework for AI Engineering
Java★ 9,557Oct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
npm
99Exceptionalhealth index
aws-amplify/amplify-js
A declarative JavaScript library for application development using cloud services.
TypeScript★ 9,552↓ 51M/moOct 9, 2026
Apache-2.0Oct 9, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
sloria/TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
Python★ 9,543↓ 3.8M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
Go
98Exceptionalhealth index
flannel-io/flannel
flannel is a network fabric for containers, designed for Kubernetes
Go★ 9,541Sep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
npm
77Goodhealth index
react-page/react-page
Next-gen, highly customizable content editor for the browser - based on React and written in TypeScript. WYSIWYG on steroids.
TypeScript★ 9,539↓ 18K/moSep 19, 2026
MITSep 19, 2026 · metrics 2.10.0
npm · PyPI
73Goodhealth index
LmeSzinc/AzurLaneAutoScript
Azur Lane bot (CN/EN/JP/TW) 碧蓝航线脚本 | 无缝委托科研,全自动大世界
Python★ 9,537Aug 28, 2026
GPL-3.0Aug 28, 2026 · metrics 2.10.0
npm · PyPI · crates.io +2
99Exceptionalhealth index
taskforcesh/bullmq
BullMQ - Message Queue and Batch processing for NodeJS, Python, .NET, Elixir, Rust and PHP based on Redis or PostgreSQL
TypeScript · Rust · Elixir★ 9,536↓ 43.1M/moOct 23, 2026
MITOct 23, 2026 · metrics 2.10.0
PyPI · npm
99Exceptionalhealth index
apify/crawlee-python
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
Python · MDX★ 9,535↓ 975.8K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
Python★ 9,521↓ 303.2K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
npm
93Exceptionalhealth index
openclaw/clawhub
Skill + Plugin Registry for OpenClaw
TypeScript★ 9,516↓ 153.9K/moOct 18, 2026
MITOct 18, 2026 · metrics 2.10.0
Maven
44Weakhealth index
MyCATApache/Mycat-Server
No repository description published.
Java★ 9,515Aug 28, 2026
GPL-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
conan-io/conan
Conan - The open-source C and C++ package manager
Python★ 9,515↓ 3.8M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
npm
93Exceptionalhealth index
buefy/buefy
Lightweight UI components for Vue.js based on Bulma
Vue · TypeScript★ 9,511↓ 173.9K/moOct 9, 2026
MITOct 9, 2026 · metrics 2.10.0
PyPI
97Exceptionalhealth index
roboflow/rf-detr
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]
Python★ 9,507↓ 497.6K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
84Excellenthealth index
k2-fsa/OmniVoice
High-Quality Voice Cloning TTS for 600+ Languages
Python★ 9,493↓ 200K/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
npm
71Goodhealth index
hediet/vscode-drawio
This unofficial extension integrates Draw.io (also known as diagrams.net) into VS Code.
TypeScript · HTML★ 9,482Aug 28, 2026
GPL-3.0Aug 28, 2026 · metrics 2.10.0
Go
93Exceptionalhealth index
goplus/xgo
XGo is a programming language that reads like plain English. But it's also incredibly powerful — it lets you leverage assets from C/C++, Go, Python, and JavaScript/TypeScript, creating a unified software engineering ecosystem. Our vision is to enable everyone to become a builder of the world.
Go★ 9,481Oct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
npm
90Excellenthealth index
major/MySQLTuner-perl
MySQLTuner is a script written in Perl that will assist you with your MySQL configuration and make recommendations for increased performance and stability.
Perl★ 9,480Sep 27, 2026
GPL-3.0Sep 27, 2026 · metrics 2.10.0
PyPI · Go · crates.io +1
98Exceptionalhealth index
replicate/cog
Containers for machine learning
Go · Rust · HTML★ 9,480↓ 1.5M/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
RubyGems
83Excellenthealth index
resque/resque
Resque is a Redis-backed Ruby library for creating background jobs, placing them on multiple queues, and processing them later.
Ruby★ 9,480Aug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
NuGet
81Excellenthealth index
litedb-org/LiteDB
LiteDB - A .NET NoSQL Document Store in a single data file
C#★ 9,466Sep 15, 2026
MITSep 15, 2026 · metrics 2.10.0