Free for open-source maintainers
The peer-review leaderboard for open-source GitHub repos.
Submit your repo and collect 800+ character peer reviews from GitHub-verified developers. The leaderboard follows published rules. No black-box algorithm. No launch-day window.
Top repos right now
Persistent peer review, not launch-day hype
Product Hunt rewards the moment. RepoRanker rewards the work. Reviews live on the repo page permanently, rankings follow rules you can read, and feedback is written by developers who have GitHub skin in the game.
Product Hunt
RepoRanker ✓
Built for
Product launches (any category)
Open-source GitHub repos only
Feedback format
Upvotes + short comments
800+ character written reviews
Ranking logic
Launch-day vote momentum
Reviews + star momentum, formula published
Feedback lifespan
Fades after launch day
Permanent on every repo page
Reviewer identity
Any account
GitHub-verified, no self-review
Full comparison: vs Product Hunt, GitHub Trending & Awesome lists →
Real reviews from the community
What an 800-character review actually looks like
What a real review looks like
“SentraCore has a strong premise: local system behavior intelligence that watches time-based telemetry, detects degradation patterns, estimates user impact, and explains likely root causes with safe optimization recommendations. That is a useful problem space. …
SentraCore is a local system behavior intelligence platform for multiOS that continuously analyzes system telemetry to understand performance behavior.
What a real review looks like
“OziGi is more substantial than the usual “AI content generator” wrapper. The product has a clear thesis: founders, DevRel teams, and technical builders usually have strong raw material but lose their voice when generic AI tools turn that material into polished sludge. …
Source leads, run outreach, and publish content that sounds like you — not like a chatbot. One tool, one voice, one pipeline.
What a real review looks like
“Weathr is one of those rare terminal projects where the aesthetic idea and the practical utility actually reinforce each other. It is not just a weather CLI that prints a forecast, and it is not just ASCII art for novelty. …
A terminal weather app with ASCII animations driven by real-time weather data.
Submit. Review. Earn. Boost.
A credit economy where contribution is the only path to visibility.
Submit your repo for free
Any active public GitHub repo qualifies. Add a tagline. Your project goes live on the leaderboard immediately. No approval queue. No card.
Write one peer review
Pick a repo you've used or have strong opinions on. Write 800 characters: what it does, who it's for, what could improve. The maintainer has 48 hours to dispute low-effort or off-topic submissions. After that the review goes public and you earn 10 credits.
Spend credits on visibility (or skip them)
Use earned credits to pin your repo at the top of the feed or take a Featured spotlight. Boosts also work in cash, from $2. The leaderboard itself is always free.
Submit
free
Review others
800+ chars
48h window
dispute period
+10 credits
when released
Boost
optional
Worked example. Review 2 repos this week → 48h windows close → earn 20 credits → run a 20-credit leaderboard boost. Or skip reviewing and pay $2. Full credit math →
How we keep this honest
The credit economy only works if reviews are real. Four guardrails make that the default, not the exception.
48-hour dispute window
Reviews don't go live, and credits don't unlock, until 48 hours after submission. The reviewed maintainer can flag low-effort or dishonest text and stop both from happening.
GitHub-only sign-in
Every reviewer is tied to a public GitHub developer profile. No anonymous accounts, no email-only signups, no throwaway identities behind reviews.
No self-dealing
You cannot review your own repos. You cannot review the same repo twice. Boost purchases are visible on the leaderboard so paid placement is always identifiable.
Deterministic ranking
The Top sort follows a published formula: peer reviews, star growth since submission, and optional boosts capped at 2x. No hidden engagement model. Same inputs, same order, for everyone.
Read the full moderation policy →·Ranking rules·Content policy
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本文档记录 Legendary压枪助手 主要发布版本的更新历史。
Open-source repo leaderboard
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JavaScript★01 reviews - 127frontend-learning-journey
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HTML★01 reviews - 128claimify-esg
Greenwashing detection for oil and gas sustainability reports. Scores corporate climate claims against NGO evidence and flags contradictions — with traceable ra
Python★01 reviews - 129bash-framehead
A framework for Bash — a runtime standard library with a comprehensive (and frankly ridiculous) set of helpers using C++ styled pseudo namespaces
Shell★01 reviews - 130madas-zsh-theme
A clean zsh theme with git status and command failure status. Based on af-magic (I liked it, but wanted something simpler).
Shell★01 reviews - 131cycles-client-typescript
TypeScript/Node.js SDK for AI agent budget governance — enforce cost limits, tool permissions, and multi-tenant policies before execution.
TypeScript★01 reviews - 132cycles-openai-agents
Runtime budget, action, and audit authority for the OpenAI Agents SDK — enforce LLM cost limits, tool call caps, action permissions, and audit trail.
Python★01 reviews - 133cycles-mcp-server
MCP server that gives any MCP-compatible AI agent (Claude Code, Cursor, Windsurf, custom agents) runtime budget, action, and audit authority.
TypeScript★01 reviews - 134cycles-client-python
Python SDK for AI agent budget governance — enforce cost limits, tool permissions, and multi-tenant policies before LLM calls or agent actions execute.
Python★01 reviews - 135ctxnest
CtxNest is the local body your AI agent has been missing. It gives every coding assistant on your machine — Claude Code, Cursor, Gemini, Codex, Antigravity — a
TypeScript★01 reviews - 136gocronLive
A task scheduler built with Go and Vue.js that allows users to specify recurring jobs via a simple YAML configuration file. The scheduler reads job definitions,
Go★5430 reviews - 137better-resource-monitorLive
Lightweight macOS menu bar monitor for CPU, memory, GPU, and network. Rust, sandboxed, no telemetry.
Rust★250 reviews - 138Simple-The_Game_Engine
Simple is a fast, modern game/animation engine built for Python developers who want real engine power without the heavyweight setup. It’s designed to feel pro f
C++★250 reviews - 139VolatilityReturn
LightGBM+GRU+Transformer ensemble for stock return prediction (Ret5/Ret60), avg IC0.0663 — 1st prize Huadong Cup 2026
Python★50 reviews - 140Austra
Austra seems to be another spelling for Ostara or Ēostre, a West Germanic spring goddess. It is also a catchy name for a software library, but I may be wrong on
C#★40 reviews - 141pix-automatico-reference
Implementação de referência production-grade para Pix Automático + Open Finance Brasil
Java★30 reviews - 142LectorcitoPro
Herramienta de escritorio profesional para auditoría de código, documentación técnica y consolidación de contextos para Inteligencia Artificial.
Python★30 reviews - 143typesense-uiLive
A powerful, AI-enhanced dashboard for managing Typesense clusters.
TypeScript★20 reviews - 144local-web-analytics-extension
Privacy-First Browser Analytics Extension
TypeScript★20 reviews - 145Overlay-Guard
Overlay Guard is an Android 13+ privacy utility that brings S26 Ultra like privacy display to everyone.
Kotlin★20 reviews - 146TriCacheLive
tricache is an extremely fast three-tier Node.js cache library. It serves warm reads at 2.81 million operations per second from a single thread — over 100× fast
TypeScript★20 reviews - 147mason
Mason is your website creation agent. It reads your codebase, learns your brand, writes your copy, generates your code, and ships your site — all in one convers
JavaScript★20 reviews - 148unplugin-version-injectorLive
Universal plugin to inject your package version or current date into built files, supporting Vite, Rollup, Rolldown, esbuild, Webpack, Rspack, and Farm.
TypeScript★10 reviews - 149ShowMyItem
Elegantly display your held item, inventory, or ender chest in chat — making sharing easier!
Java★10 reviews - 150splashscreen-engineLive
A module for making Splash Screens with videos, images, loading bars, text rendering, and threaded rendering support for your Applications.
Python★10 reviews
Common questions
Why the 48-hour delay before a review is released?
The maintainer can dispute a review that breaks the rules during the window. If there is no dispute, the review is published, credits are granted, and the review is visible to everyone. That keeps the review pool higher quality.
How do you prevent fake reviews and self-dealing?
Sign-in is GitHub-only, so every reviewer is tied to a public developer profile. You cannot review your own repos. Reviews must clear 800 characters before submission. Every review enters a 48-hour dispute window where the maintainer can flag low-effort or dishonest text. Disputed reviews don't release and the reviewer earns no credits. See our content policy for full rules.
What stops paid boosts from buying #1?
Boosts are a multiplier on your organic score, capped at 2x. A repo with zero reviews scores zero regardless of boosts. A well-reviewed repo always beats a heavily-boosted one. See /rules for the full formula.
What is a credit?
A credit is a point you earn by writing reviews and spend on boosts. New accounts start with 25 free credits. Write an 800-character review and earn 10 more when it's released after the 48-hour dispute window.
Is it free to list my repo?
Yes. Submitting your repo and appearing on the leaderboard costs nothing. You only pay when you want extra visibility. Leaderboard boosts start at $2.
More questions? See the full FAQ →
157
repos listed
142
reviews published
138
developers
Who built this
Jay Campbell
@thejaycampbell·Founder, RepoRanker
I built RepoRanker because the vibe-coding wave produced thousands of new builders shipping in public, and there was nowhere to get substantive peer feedback on the actual work. GitHub is public but passive. Launch communities reward the moment, not the repo. RepoRanker is the place where critiques are earned, not gamed: reviewing another project earns you credits, so the feedback is real and the community has skin in the game.
Ship it. Then prove it.
60 seconds to submit. Zero approval queue. Or start by reviewing a project you already know and earn credits toward your own boost. See pricing for optional visibility options.