// DEVELOPER INTELLIGENCE

TRACK TRENDING REPOS.
CATCH BREAKOUTS EARLY.

GHT monitors GitHub around the clock, measuring star velocity across 24-hour, 7-day, and 30-day windows. Filter everything through custom interest groups, get alerted on breakout repos, and mirror acquisitions directly to your GitLab instance or local disk. No noise, no manual checking, just signal.

Launch App Learn More
500+
Repos Tracked
3
Velocity Intervals
Custom
Interest Groups
4
Acquisition Modes

COMMAND CENTER

The dashboard gives you a top-level snapshot of your entire tracking operation. Four stat tiles show repos tracked, total snapshots collected, active interest groups, and breakout detections. Below that, a top-10 table ranks repos by velocity so you can see what is accelerating right now. The last collection run timestamp and status are always visible so you know your data is fresh.

meltuc.tech/ght/app/dashboard

FULL DATA GRID

The feed is the power-user view: a dense, sortable data grid showing every tracked repo with columns for language, total stars, +24h, +7d, +30d velocity, and a color-coded trend status badge. A filter bar across the top lets you narrow by interest group, language, trend status, or free-text search. Click any row to open a slide-out detail panel with a star sparkline chart, full score breakdown, and quick actions like adding to your watchlist or starting an acquisition. Repos with more than 100 stars gained in the last 24 hours are marked with a 🔥 flame badge next to their velocity figure.

meltuc.tech/ght/app/feed

YOUR CURATED PICKS

The watchlist is your personal shortlist of repos you want to keep an eye on. Add any repo from the feed with one click and it lands here with its velocity data and trend badge intact. Use it as a staging area before deciding to acquire, or as a long-term tracker for repos you depend on. Velocity numbers update every collection run so you always see current momentum.

meltuc.tech/ght/app/watchlist

DOWNLOAD & MIRROR

When you find a repo worth keeping, the acquired repos screen tracks everything you have downloaded locally or mirrored to your GitLab instance. Each entry shows a sync status indicator (synced, pending, failed), a mode badge (Download, Mirror, or Both), the last sync timestamp, and disk usage. For mirrored repos you get a direct link to your GitLab copy. Bulk sync and re-clone controls are always one click away.

meltuc.tech/ght/app/acquired

FULL CONTROL

The settings screen is where you configure everything that drives GHT. Create and manage interest groups with name, keywords, target languages, and minimum star thresholds. Set how often the collector runs, tune the breakout velocity threshold, manage your GitHub personal access token, and configure clone directories for local downloads. Every parameter is editable without touching config files.

meltuc.tech/ght/app/settings
// HOW IT WORKS

From GitHub Firehose to Curated Signal in 5 Steps

GHT handles collection, velocity math, breakout detection, and acquisition automatically — you define what matters, it does the rest.

01
Define Interests
Create interest groups with keywords, target languages, and minimum star thresholds. GHT uses these to filter the raw GitHub firehose.
02
Scheduled Collection
A background job queries the GitHub API on your configured interval, pulling trending repos and snapshotting current star counts per cycle.
03
Compute Velocity
24h, 7d, and 30d star velocity computed for every repo. Trend badges update each cycle — rising, stable, or cooling.
04
Surface Breakouts
When a tracked repo crosses your velocity threshold for the first time, it gets flagged as a breakout and triggers a Telegram alert.
05
Acquire & Mirror
Clone repos to local disk, mirror to GitLab, or both. GHT tracks sync status and provides direct links to your GitLab copies.
// WHAT YOU GET

Everything You Need to Stay Ahead of the GitHub Curve

From velocity tracking to automatic mirroring — GHT gives you the full picture without the manual effort.

Velocity Engine
Star velocity computed over 24h, 7d, and 30d intervals for every tracked repo. See acceleration, peaks, and cool-downs with color-coded trend badges.
🎯
Interest Filtering
Keyword and language groups with minimum star thresholds. The feed only surfaces repos matching your interests — no noise, just signal.
🔥
Breakout Detection
When a repo crosses your velocity threshold for the first time, it is flagged as a breakout. Telegram alert fires on 500+ star spikes in 24h — no config required.
👁️
Personal Watchlist
One-click add from the feed. Watchlist cards show live velocity and trend badges updated every collection run — use it as a staging area before acquiring.
📥
Local Downloads
Clone repos to a configurable local directory. Track disk usage per clone, check for upstream updates, and manage your full collection from the UI.
GitLab Mirroring
Push acquired repos directly to your GitLab instance as mirrors. GHT tracks sync state and provides one-click links to your GitLab copies.
📡
Ecosystem Feeds
Top repos by velocity are written automatically to the NLG content pool and the AIF content bridge. GHT signals flow platform-wide without manual exports.
Background Sync
Collection runs, velocity calculations, and mirror syncs all happen on a configurable schedule. A "What's Hot Now" dashboard card surfaces the top 10 in real time.
// GET STARTED

READY TO TRACK?

Launch GitHub Trends Tracker

Requires a MelTuc account. Create one free.