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GitStar

A ranking dashboard for GitHub momentum, durable repository leaders, package adoption, and editorial context.

Data source · GitHub API and package ecosystem snapshots

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Data sourced from GitHub API

TrendingMomentumPulseExplore

GitStar ranking desk

GitHub repository rankings, beyond stars

Compare current momentum with package adoption and repository activity before deciding what deserves attention.

Cache snapshot·Sources: GitHub · npm · PyPI

GitHub updated Sep 12, 2026 · Packages updated Sep 12, 2026

Open Top 100Ranking methodology

Weekly momentum

Top Movers This Week

A quick glance at the highest momentum repositories.

View full leaderboard

Cross-Analysis Results

Rank
Repository
Δ Stars & Trend
Created · Today
01▲2
sdli1995/dlssg_for_sm86
sdli1995/dlssg_for_sm86
📈 Rising⚡ Spike💎 Hidden Gem
Unknown126·Other
+286
★ 2K total
Momentum2.9K
Created: Sep 7
02
openai/NavierStokesAndEuler
openai/NavierStokesAndEuler
📈 Rising⚡ Spike💎 Hidden Gem
Lean178·Other
+256
★ 1.8K total
Momentum2.6K
Created: Sep 8+153 today
03▲2
EverettFish/holo-card-studio
EverettFish/holo-card-studio
📈 Rising⚡ Spike💎 Hidden Gem
Python208·Other
+208
★ 1.5K total
Momentum2.1K
Created: Sep 7+96 today
04▲2
Edge0-AI/Edge0
Edge0-AI/Edge0
📈 Rising⚡ Spike💎 Hidden Gem
Python113·Other
+199
★ 1.4K total
Momentum2K
Created: Sep 8
05▲6
Vincentwei1021/anything2explainer
Vincentwei1021/anything2explainer
📈 Rising⚡ Spike💎 Hidden Gem
TypeScript180·Frameworks
+144
★ 1K total
Momentum1.5K
Created: Sep 8
06
Faizpi/bank-sampah
Faizpi/bank-sampah
📈 Rising⚡ Spike💎 Hidden Gem
PHP1·Other
+131
★ 920 total
Momentum1.4K
Created: Sep 11
07▲3
achimala/dream-loop
achimala/dream-loop
📈 Rising⚡ Spike💎 Hidden Gem
JavaScript99·Other
+126
★ 884 total
Momentum1.3K
Created: Sep 7
08▲6
jtydhr88/screenwriting-skills
jtydhr88/screenwriting-skills
📈 Rising⚡ Spike💎 Hidden Gem
Unknown95·Other
+108
★ 760 total
Momentum1.1K
Created: Sep 6
09▲4
gazijarin/itsgiving
gazijarin/itsgiving
📈 Rising⚡ Spike💎 Hidden Gem
Python84·Other
+107
★ 754 total
Momentum1.1K
Created: Sep 8
10
sumimakito/Mac-Duo
sumimakito/Mac-Duo
⚡ Spike💎 Hidden GemNew
Swift48·Other
+89
★ 626 total
Momentum939
Created: Sep 10
View Full Rankings →

Weekly category pulse

This Week by Category

See which areas of open source are gaining momentum.

View all categories
📊

Other

+1.8K stars this week
  1. 1. sdli1995/dlssg_for_sm86+286
  2. 2. openai/NavierStokesAndEuler+256
  3. 3. EverettFish/holo-card-studio+208
View category
🏗️

Frameworks

+144 stars this week
  1. 1. Vincentwei1021/anything2explainer+144
View category
🤖

AI/ML

+77 stars this week
  1. 1. Colafornia/short-video-generator-AI+77
View category

Signal Snapshot

Read left to right: catch the daily spike, check whether it carries through the week, confirm real package usage, then spot adoption gaps.
GitHub updated Sep 12, 2026 · Packages updated Sep 12, 2026

Tracked repos

65

Stars today

+10,331

Hot category

Other

Hot language

Python

01 / Daily

Daily breakout

What moved in the last day

+709 today

affaan-m/ECC

Daily GitHub movement

The fastest current daily movement in GitStar's trend cache.

256.8K stars · JavaScriptOpen daily momentum →

02 / Weekly

Rising on GitHub

What carried through the week

+286 this week

sdli1995/dlssg_for_sm86

Weekly GitHub momentum

The strongest weekly acceleration in GitStar's trend cache.

2K stars · UnknownOpen trending →

03 / Adoption

Used in Production

What gets installed again and again

203.4M / week

TypeScript

npm / PyPI usage

A repeat-install dependency with durable production pull beyond GitHub visibility alone.

npm · 111K starsOpen package rankings →

04 / Gap

Quiet Giants

Where usage outpaces the headline rank

High usage, lower star rank

glob

Usage beyond stars

Usage is strong enough to matter even when the GitHub star story looks quieter than peers.

npm · 8.7K stars · 286M / weekSee the signal gap →

Explore all rankings

Compare open-source projects by stars, package downloads, model usage, and ecosystem traction — every leaderboard in one hub.

Explore rankings
THIS WEEK IN TRENDING

AI agent frameworks are dominating this week's momentum board, but the useful signal is not just short-lived attention. The strongest projects are turning visibility into production pull.
Use the weekly mover list above for the current spike, then validate each repository against package demand, maintainer activity, and whether it keeps showing up beyond a single refresh window.

Read Full Digest

Learn / Trust

Read the signal with enough context to avoid over-trusting one number.
Signal primer

What stars tell you

Stars help reveal long-term developer attention, but they are not the whole story.

See Top 100 anchors →

Why downloads matter

Package downloads add a second signal: real-world usage beyond visibility.

Open package rankings →

Read the methodology

See how GitStar tracks rankings, momentum, and package signals.

Read methodology →

Read next

Weekly context and reference pages

Use the digest for editorial context, the articles for interpretation, and the reference pages when you need product rules rather than opinions.

Weekly Digest

Editorial weekly read on what moved, what held, and where to click next.

↗

Deep-Dive Articles

Longer explainers for rankings, categories, and signal interpretation.

↗

Guide

Route-by-route orientation for the discovery surfaces and workflows.

↗

Methodology

Data sources, ranking rules, freshness windows, and editorial guardrails.

↗

What GitStar does

GitStar is an open-source discovery platform that tracks GitHub repository rankings, package ecosystem adoption signals, and developer momentum across daily, weekly, and monthly windows. Instead of mirroring raw API data, every surface adds editorial context: explanations of what the numbers mean, why certain repositories trend, and how to interpret star counts alongside download metrics from npm and PyPI.

The platform publishes a bilingual Weekly Digest every Monday, covering the most notable open-source movements of the past week. In-depth editorial articles explore topics like framework adoption patterns, AI/ML ecosystem shifts, and the difference between short-term hype and durable community adoption. All rankings are sourced from public APIs and refreshed on automated schedules.

Primary ranking caches refresh daily from public APIs, keeping the site practical to operate without paid always-on workers. GitStar is designed for developers, engineering leads, and technology researchers who need a faster way to discover, compare, and evaluate open-source projects. For a full explanation of our ranking methodology and editorial standards, visit the Methodology page. For step-by-step guidance on reading each surface, see the Developer Guide.