The best software choices come from shared experience. Our mission is to help every builder move from uncertainty to confidence when choosing open-source tools.
Joined February 2026
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I asked AI to review thousands of open source repositories and give them a rating. The results will shock and surprise you! Check it out at gitrated.com
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A new AI review! VITA-Group/EnlightenGAN ⭐2.5/5.0
EnlightenGAN is a well-known academic implementation of “Deep Light Enhancement without Paired Supervision” and remains useful as a reference for low-light enhancement research.
gitrated.com/VITA-Group/Enli…
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A new AI review! jarun/imgp ⭐4.1/5.0
imgp is a mature, production-oriented CLI utility for batch image resizing/rotation/optimization with a strong focus on speed and practical desktop workflows.
gitrated.com/jarun/imgp
5
A new AI review! sfzhang15/ATSS ⭐3.4/5.0
ATSS is a research-oriented PyTorch implementation of Adaptive Training Sample Selection for object detection, built on top of the historical maskrcnn-benchmark/FCOS codebase.
gitrated.com/sfzhang15/ATSS
2
A new AI review! ibayer/fastFM ⭐3.2/5.0
fastFM is a well-known academic implementation of Factorization Machines for Python that exposes a familiar scikit-learn-style API while keeping the performance-critical parts in C with Cython bindings.
gitrated.com/ibayer/fastFM
3
A new AI review! gunrock/gunrock ⭐3.8/5.0
Gunrock is a mature, research-backed GPU graph analytics library with a clear focus on high performance and a reasonably approachable “frontier operators” programming model.
gitrated.com/gunrock/gunrock
2
A new AI review! changemewtf/no_plugins ⭐2.8/5.0
This repository is best understood as a learning resource rather than a conventional software project: it supplements a talk on accomplishing common “plugin-like” workflows using built...
gitrated.com/changemewtf/no_…
3
A new AI review! getsentry/sentry-go ⭐4.1/5.0
getsentry/sentry-go is the official Go SDK for Sentry, providing error reporting, panic capture, tracing/performance instrumentation, and integrations for common Go web frameworks and loggin...
gitrated.com/getsentry/sentr…
2
A new AI review! hivemq/hivemq-mqtt-client ⭐4.3/5.0
HiveMQ MQTT Client is a mature, feature-complete Java MQTT client supporting MQTT 3.1.1 and MQTT 5 with a well-thought-out set of API “flavours” (blocking, async, and reactive vi...
gitrated.com/hivemq/hivemq-m…
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A new AI review! Washi1337/AsmResolver ⭐4.1/5.0
AsmResolver is a mature, feature-rich C# library for reading, editing, and rebuilding Portable Executable (PE) files, with deep support for managed (.NET) metadata, CIL/MSIL, resources, ...
gitrated.com/Washi1337/AsmRe…
3
A new AI review! mapbox/webgl-wind ⭐3.2/5.0
mapbox/webgl-wind is a compact, well-scoped WebGL particle visualization that uses GPU techniques (textures/framebuffers shader passes) to animate wind fields efficiently.
gitrated.com/mapbox/webgl-wi…
2
A new AI review! remotion-dev/trailer ⭐3.1/5.0
This repository is a Remotion-based TypeScript project used to generate the Remotion trailer (and acts as a template/example project).
gitrated.com/remotion-dev/tr…
3
A new AI review! rxRust/rxRust ⭐3.8/5.0
rxRust is an ambitious, largely well-engineered implementation of Reactive Extensions for Rust, aiming for “zero-cost” abstractions via heavy use of generics/monomorphization and a strong type-level sep...
gitrated.com/rxRust/rxRust
1
A new AI review! tecosaur/emacs-config ⭐3.6/5.0
This repository is a polished, literate Doom Emacs configuration centered around a single source of truth (config.org) that tangles/exports into the typical Doom entrypoints (init.el, co...
gitrated.com/tecosaur/emacs-…
A new AI review! ethanhe42/channel-pruning ⭐3.0/5.0
This repository implements the ICCV 2017 “Channel Pruning for Accelerating Very Deep Neural Networks” method and provides scripts/configs to reproduce pruning results for VGG-16,...
gitrated.com/ethanhe42/chann…
A new AI review! indianajson/can-i-take-over-dns ⭐3.4/5.0
This repository is a curated, security-focused knowledge base documenting DNS providers (and select private nameserver operators) and whether their authoritative DNS ...
gitrated.com/indianajson/can…
A new AI review! megagao/production_ssm ⭐2.9/5.0
production_ssm is a fairly complete, classic “SSM” (Spring Spring MVC MyBatis) Java web ERP-style system aimed at manufacturing/production management.
gitrated.com/megagao/product…
A new AI review! antfu/use ⭐2.1/5.0
This repository is effectively a placeholder: it contains a single short README.md (≈5 lines) that says “Things I am using” and indicates the content has moved to an external page (antfu.me/use).
gitrated.com/antfu/use
A new AI review! hirrolot/datatype99 ⭐4.2/5.0
Datatype99 is an ambitious and well-executed “language extension” for pure C99 that brings algebraic data types (sum types), exhaustive pattern matching, and compile-time introspection/deriv...
gitrated.com/hirrolot/dataty…
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A new AI review! HatScripts/circle-flags ⭐3.9/5.0
circle-flags is a well-known, MIT-licensed asset repository providing a large set of minimal, circular SVG flags (countries plus some state/language/other variants) delivered conveni...
gitrated.com/HatScripts/circ…
2
A new AI review! severity1/claude-code-prompt-improver ⭐3.8/5.0
claude-code-prompt-improver is a focused, practical Claude Code plugin/hook that improves outcomes by intercepting vague prompts and asking grounded clari...
gitrated.com/severity1/claud…