Rising Repos

Repositories gaining stars faster than their own history predicts.

Boards for published

  1. Thursday 30 July 2026: no boards
  2. Friday 31 July 2026: no boards
  3. Saturday 1 August 2026: no boards
  4. Sunday 2 August 2026: no boards
  5. Monday 3 August 2026: no boards
  6. Tuesday 4 August 2026: no boards
  7. Wednesday 5 August 2026: no boards
  8. Thursday 6 August 2026: no boards
  9. Friday 7 August 2026: no boards
  10. Saturday 8 August 2026: no boards
  11. Sunday 9 August 2026: no boards
  12. Monday 10 August 2026: no boards
  13. Tuesday 11 August 2026: no boards
  14. Wednesday 12 August 2026: no boards
  15. Thursday 13 August 2026: no boards
  16. Friday 14 August 2026: no boards
  17. Saturday 15 August 2026: no boards
  18. Sunday 16 August 2026: no boards
  19. Monday 17 August 2026: no boards
  20. Tuesday 18 August 2026: 0 repositories; held 200 to 1k, 1k to 3k, 3k to 10k, 10k to 30k and 30k or more (daily), 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (weekly), 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly); part of the daily and weekly lookback is backfilled
  21. Wednesday 19 August 2026: 0 repositories; held 200 to 1k, 1k to 3k, 3k to 10k, 10k to 30k and 30k or more (daily), 200 to 1k, 1k to 3k, 3k to 10k, 10k to 30k and 30k or more (weekly), 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly)
  22. Thursday 20 August 2026: 316 repositories; held 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (weekly), 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly); part of the daily and weekly and monthly lookback is backfilled
  23. Friday 21 August 2026: 15 repositories; held 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly); part of the daily and weekly and monthly lookback is backfilled
  24. Saturday 22 August 2026: 122 repositories; held 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly); part of the daily lookback is backfilled
  25. Sunday 23 August 2026: 225 repositories; held 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly); part of the daily and weekly and monthly lookback is backfilled
  26. Monday 24 August 2026: 9 repositories; held 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (daily), 200 to 1k, 1k to 3k, 3k to 10k, 10k to 30k and 30k or more (weekly), 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly); part of the daily and weekly and monthly lookback is backfilled
  27. Tuesday 25 August 2026: 18 repositories; held 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (daily), 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (weekly), 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly); part of the daily and weekly and monthly lookback is backfilled
  28. Wednesday 26 August 2026: 19 repositories; held 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (daily), 200 to 1k, 1k to 3k, 3k to 10k, 10k to 30k and 30k or more (weekly), 200 to 1k, 1k to 3k, 3k to 10k, 10k to 30k and 30k or more (monthly)
  29. Thursday 27 August 2026: 231 repositories; held 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k (monthly); part of the weekly lookback is backfilled
  30. Friday 28 August 2026: 242 repositories; held 200 to 1k, 1k to 3k, 3k to 10k, 10k to 30k and 30k or more (monthly)

30 days to ; fuller blocks published more repositories, an amber edge marks a held star range.

Daily 242 repositories

  1. 1

    pablosnt/rekono

    Offensive security platform that automates attack surface discovery and vulnerability management

    >100× its usual pace
    +57 stars above its own trend

    587 stars 91 forks Python emerging 2nd day on the board RS 300.00

    Security and structure

    26 findings · 1 check pending · 2 checks not applicable

    Structure: 576 subsystems — Execution Admin and Models · User Roles and Permissions · Findings Queue Pipeline

    Core: ApiTestCase · Role · SetupProject

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum. Scanned at 81b97bd01d5d.

  2. 2

    sajal2692/data-science-portfolio

    Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

    >100× its usual pace
    +37 stars above its own trend

    1,331 stars 459 forks Jupyter Notebook growing 2nd day on the board RS 300.00

    Security and structure

    53 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 66b745a3b519.

  3. 3

    K-Dense-AI/agentic-data-scientist

    An end-to-end Data Scientist

    29.5× its usual pace
    +42 stars above its own trend

    795 stars 119 forks Python emerging 2nd day on the board RS 300.00

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum.

  4. 4

    lezhin/accessibility

    모두를 위한 설계. 레진 웹 접근성 가이드라인.

    >100× its usual pace
    +13 stars above its own trend

    718 stars 72 forks emerging RS 300.00

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: no code to map — curated list / documentation repository

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum. Scanned at 21f505048b14.

  5. 5

    ArturSepp/QuantInvestStrats

    Performance analytics, portfolio backtesting, risk analysis, and factsheet reporting in Python

    13.4× its usual pace
    +12 stars above its own trend

    621 stars 71 forks Python emerging RS 300.00

    Security and structure

    22 findings · 1 check pending · 1 check not applicable

    Structure: 334 subsystems — Performance Statistics · Portfolio Backtesting Datasets · Performance Configuration

    Core: pandas · numpy · TimePeriod

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum. Scanned at 9cfe9f64a442.

  6. 6

    kleampa/not-paid

    Client did not pay? Add opacity to the body tag and decrease it every day until their site completely fades away

    >100× its usual pace
    +100 stars above its own trend

    15,685 stars 1,035 forks JavaScript established RS 300.00

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: 1 subsystems — Unpaid Invoice Fader

    Score 9.00+, fork corroboration 0.99, compared within the 10-30k star stratum. Scanned at c633bd69d51f.

  7. 7

    adrianhajdin/uber

    Build a full-stack Uber Clone Application with Expo’s latest features and lightning-fast edge-ready Postgres database in React Native.

    >100× its usual pace
    +142 stars above its own trend

    2,072 stars 723 forks TypeScript growing 2nd day on the board RS 300.00

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.95, compared within the 1-3k star stratum.

  8. 8

    microsoft/accessibility-insights-web

    Accessibility Insights for Web

    >100× its usual pace
    +15 stars above its own trend

    928 stars 178 forks TypeScript emerging RS 300.00

    Security and structure

    148 findings · 1 check pending · 2 checks not applicable

    Structure: 316 subsystems — Yarn Package Manager · Issue Details Generator · Plugin Activation Utilities

    Core: VisualizationType · NamedFC() · mockReactComponents()

    Score 9.00+, fork corroboration 0.88, compared within the 200-1k star stratum. Scanned at 728ced26c321.

  9. 9

    casosorg/casos

    CasOS: a cloud operating system built on Kubernetes, Live Demo: https://demo.casos.net

    >100× its usual pace
    +42 stars above its own trend

    1,257 stars 94 forks Go growing RS 300.00

    Security and structure

    95 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.88, compared within the 1-3k star stratum. Scanned at 925c34776b3d.

  10. 10

    tom-james-watson/old-reddit-redirect

    Ensure Reddit always loads the old design

    28.0× its usual pace
    +14 stars above its own trend

    542 stars 84 forks JavaScript emerging 2nd day on the board RS 300.00

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.82, compared within the 200-1k star stratum. Scanned at 2c4322a785c8.

  11. 11

    osintbrazuca/osint-brazuca-regex

    Repositório criado com intuito de reunir expressões regulares dentro do contexto Brasil

    >100× its usual pace
    +37 stars above its own trend

    1,007 stars 83 forks Python growing 2nd day on the board RS 300.00

    Security and structure

    45 findings · 1 check pending · 3 checks not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.77, compared within the 1-3k star stratum. Scanned at 5ec05893330b.

  12. 12

    cashapp/AccessibilitySnapshot

    Easy regression testing for iOS accessibility

    65.1× its usual pace
    +28 stars above its own trend

    702 stars 89 forks Swift emerging 2nd day on the board RS 300.00

    Security and structure

    10 findings · 1 check pending · 4 checks not applicable

    Structure: 124 subsystems — UI Layout and Accessibility · Keyboard Shortcut Legend Views · Custom Accessibility Actions

    Core: CGFloat · AccessibilityHierarchyParser · AccessibilitySnapshotView

    Score 9.00+, fork corroboration 0.70, compared within the 200-1k star stratum. Scanned at 7a1d34aea896.

  13. 13

    coder/wush

    simplest & fastest way to transfer files between computers via WireGuard

    80.7× its usual pace
    +26 stars above its own trend

    1,485 stars 47 forks Go growing RS 300.00

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.62, compared within the 1-3k star stratum.

  14. 14

    RoboVerseOrg/RoboVerse

    RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning

    25.1× its usual pace
    +26 stars above its own trend

    1,837 stars 167 forks Python growing RS 33.71

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  15. 15

    moltlaunch/cashclaw

    An autonomous agent that takes work, does work, gets paid, and gets better at it.

    91.4× its usual pace
    +79 stars above its own trend

    1,182 stars 225 forks TypeScript growing 2nd day on the board RS 31.49

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.88, compared within the 1-3k star stratum.

  16. 16

    garychowcmu/daizhigev20

    殆知阁古代文献

    >100× its usual pace
    +928 stars above its own trend

    2,598 stars 907 forks growing 2nd day on the board RS 34.69

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.75, compared within the 1-3k star stratum.

  17. 17

    watercrawl/WaterCrawl

    Transform Web Content into LLM-Ready Data

    >100× its usual pace
    +95 stars above its own trend

    2,106 stars 267 forks TypeScript growing 2nd day on the board RS 23.46

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  18. 18

    LuanRT/YouTube.js

    A JavaScript client for YouTube's internal API, known as InnerTube.

    24.4× its usual pace
    +111 stars above its own trend

    5,244 stars 422 forks TypeScript growing 2nd day on the board RS 22.68

    Security and structure

    26 findings · 1 check pending · 1 check not applicable

    Structure: 197 subsystems — AST and Run Nodes · Parser and UI Components · Channel and Account Views

    Core: RawNode · YTNode · Text

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at bad89d2657e8.

  19. 19

    abanoub-asaad/Java-Backend

    These are resources, roadmaps, links to learn Java Backend :)

    95.7× its usual pace
    +168 stars above its own trend

    1,556 stars 206 forks growing 2nd day on the board RS 21.78

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: no code to map — curated list / documentation repository

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 44abe1dc1399.

  20. 20

    garinasset/leak-check

    厘查 API © 嘉林数据

    97.8× its usual pace
    +493 stars above its own trend

    4,931 stars 530 forks Python growing 2nd day on the board RS 21.22

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum.

  21. 21

    CrossPaste/crosspaste-desktop

    Cross-device clipboard sync for macOS, Windows & Linux — end-to-end encrypted, LAN-only, no cloud. OCR, CLI and MCP server built in.

    45.6× its usual pace
    +100 stars above its own trend

    2,473 stars 117 forks Kotlin growing 2nd day on the board RS 21.15

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  22. 22

    coding-kitties/investing-algorithm-framework

    Framework for quantitative trading. Complete framework for development, backtesting, and deploying automated trading algorithms and trading bots.

    66.9× its usual pace
    +230 stars above its own trend

    1,948 stars 281 forks Python growing 2nd day on the board RS 20.79

    Security and structure

    175 findings · 1 check pending · 1 check not applicable

    Structure: 494 subsystems — Trading Strategies · Backtesting Scripts · Backtest Engine and Metrics

    Core: BacktestDateRange · OperationalException · TradingStrategy

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 097c2a93a543.

  23. 23

    zedeus/nitter

    Alternative Twitter front-end

    50.9× its usual pace
    +468 stars above its own trend

    14,046 stars 1,178 forks Nim established 2nd day on the board RS 20.56

    Security and structure

    47 findings · 1 check pending · 2 checks not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 10-30k star stratum. Scanned at 376f14908e27.

  24. 24

    nilbuild/design-patterns-for-humans

    An ultra-simplified explanation to design patterns

    67.5× its usual pace
    +244 stars above its own trend

    48,719 stars 5,578 forks established 2nd day on the board RS 20.08

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: no code to map — curated list / documentation repository

    Score 9.00+, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 7023f30d183b.

  25. 25

    vibheksoni/stealth-browser-mcp

    The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.

    50.0× its usual pace
    +181 stars above its own trend

    1,848 stars 265 forks Python growing 2nd day on the board RS 20.62

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.97, compared within the 1-3k star stratum.

  26. 26

    cinar/indicator

    High-performance technical analysis indicators and backtesting framework in Go. Zero dependencies. ✨ See how! 👀

    >100× its usual pace
    +225 stars above its own trend

    1,455 stars 218 forks Go growing 2nd day on the board RS 23.71

    Security and structure

    60 findings · 1 check pending

    Structure: 302 subsystems — Snapshot Data Processing · Snapshot Testing Utilities · Binary Search Tree

    Core: CheckEquals() · SliceToChan() · Snapshot

    Score 9.00+, fork corroboration 0.79, compared within the 1-3k star stratum. Scanned at 18a0b934a565.

  27. 27

    gobackup/gobackup

    🗄 CLI tool for backup your databases, files to cloud storages in schedully.

    54.1× its usual pace
    +55 stars above its own trend

    2,882 stars 318 forks Go growing 2nd day on the board RS 18.63

    Security and structure

    132 findings · 1 check pending · 1 check not applicable

    Structure: 53 subsystems — Database Initialization Tests · Configuration Loading · Frontend Dependencies

    Core: Tag() · Info() · newBase()

    Score 9.00+, fork corroboration 0.99, compared within the 1-3k star stratum. Scanned at 33048dc9b596.

  28. 28

    cloudflare/kumo

    Cloudflare's component library for building modern web applications.

    21.4× its usual pace
    +272 stars above its own trend

    3,748 stars 170 forks TypeScript growing 2nd day on the board RS 18.32

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum.

  29. 29

    voidful/hung-yi-lee-skill

    蒸餾李宏毅老師的skill,結合Karpathy的LLM,Fable 5和GPT6 加持 以及 本人親自訪談

    42.0× its usual pace
    +184 stars above its own trend

    1,164 stars 118 forks HTML growing 2nd day on the board RS 18.15

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  30. 30

    riddleling/iOS-OCR-Server

    An iOS OCR Server Using Apple’s Vision Framework

    59.0× its usual pace
    +93 stars above its own trend

    2,004 stars 183 forks Swift growing 2nd day on the board RS 18.77

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.94, compared within the 1-3k star stratum.

  31. 31

    graphdeco-inria/gaussian-splatting

    Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

    21.0× its usual pace
    +252 stars above its own trend

    23,593 stars 3,397 forks Python established 2nd day on the board RS 21.02

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.84, compared within the 10-30k star stratum. Scanned at 54c035f7834b.

  32. 32

    R44VC0RP/pgrok

    Personal ngrok alternative. Expose local ports to the internet with automatic HTTPS via SSH tunnels + Caddy.

    38.0× its usual pace
    +29 stars above its own trend

    1,124 stars 80 forks TypeScript growing 2nd day on the board RS 17.09

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  33. 33

    KratosMultiphysics/Kratos

    Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

    23.1× its usual pace
    +26 stars above its own trend

    1,348 stars 301 forks C++ growing RS 16.23

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 07a0e624834c.

  34. 34

    galaxy-s10/billd-desk

    基于Vue3 + WebRTC + Nodejs + Flutter搭建的远程桌面控制、游戏串流

    22.2× its usual pace
    +94 stars above its own trend

    7,613 stars 929 forks TypeScript growing 2nd day on the board RS 15.81

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum.

  35. 35

    acamposuribe/p5.brush

    Unlock custom brushes, natural fill effects and intuitive hatching in p5.js

    59.7× its usual pace
    +37 stars above its own trend

    843 stars 47 forks JavaScript emerging 2nd day on the board RS 22.98

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.68, compared within the 200-1k star stratum.

  36. 36

    1N3/Sn1per

    Automated penetration testing & attack surface management platform. Recon, scan, exploit, report — 600+ exploits, 90+ integrations, 10K+ detections.

    20.2× its usual pace
    +161 stars above its own trend

    11,149 stars 2,185 forks Shell established 2nd day on the board RS 15.59

    Security and structure

    10 findings · 1 check pending · 4 checks not applicable

    Structure: 236 subsystems — Network Reconnaissance Scripts · Environment Setup Scripts · HTTP Utility Functions

    Core: main() · PyText2Pdf · find_tag()

    Score 9.00+, fork corroboration 1.00, compared within the 10-30k star stratum. Scanned at a5450bc496a1.

  37. 37

    the-open-engine/zeroshot

    Independent executor–verifier orchestration for software changes.

    43.7× its usual pace
    +83 stars above its own trend

    1,798 stars 164 forks Rust growing 2nd day on the board RS 18.57

    Security and structure

    155 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.84, compared within the 1-3k star stratum. Scanned at aaab24e4a369.

  38. 38

    clucraft/PriceGhost

    A self-hosted price tracking application that monitors product prices from any website.

    15.6× its usual pace
    +58 stars above its own trend

    1,011 stars 76 forks TypeScript growing 2nd day on the board RS 15.68

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.99, compared within the 1-3k star stratum.

  39. 39

    zblcving9-gif/xianxia-AI-town-AI-

    大模型驱动的npc决策,npc和玩家平权

    75.3× its usual pace
    +32 stars above its own trend

    886 stars 0 forks JavaScript emerging RS 14.73

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum.

  40. 40

    CelestoAI/celesto

    Secure and persistent computer for AI agents

    14.1× its usual pace
    +42 stars above its own trend

    855 stars 70 forks Python emerging 2nd day on the board RS 14.49

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum.

  41. 41

    bk138/droidVNC-NG

    Android VNC remote desktop server for local networks

    40.0× its usual pace
    +47 stars above its own trend

    2,158 stars 297 forks Java growing RS 14.07

    • fork history too short
    Security and structure

    4 findings · 1 check pending · 4 checks not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 86997dab8da3.

  42. 42

    JetBrains/go-modern-guidelines

    Help AI coding agents write modern Go

    >100× its usual pace
    +825 stars above its own trend

    2,502 stars 76 forks Go growing 2nd day on the board RS 21.25

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.66, compared within the 1-3k star stratum.

  43. 43

    NeoLabHQ/context-engineering-kit

    Hand-crafted Claude Code Skills focused on improving agent results quality. Compatible with OpenCode, Cursor, Antigravity, Gemini CLI, and others. Includes CodeRabbit open-source alternative.

    13.9× its usual pace
    +52 stars above its own trend

    1,456 stars 153 forks TypeScript growing 2nd day on the board RS 13.75

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  44. 44

    michiganrobotics/rob101

    Pilot course for Robotics 101: Computational Linear Algebra

    50.7× its usual pace
    +87 stars above its own trend

    1,380 stars 235 forks Jupyter Notebook growing RS 13.68

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: no code to map — curated list / documentation repository

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at c23224af5c16.

  45. 45

    adrianhajdin/ai-resume-analyzer

    AI-powered Resume Analyzer built with React & Puter.js. Includes seamless auth, upload and store resumes, and match candidates to jobs using smart AI evaluations. All wrapped in a clean, reusable UI.

    >100× its usual pace
    +148 stars above its own trend

    692 stars 203 forks JavaScript emerging RS 12.99

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum.

  46. 46

    cft0808/edict

    🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails

    21.9× its usual pace
    +153 stars above its own trend

    16,712 stars 1,749 forks Python established 2nd day on the board RS 13.13

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.98, compared within the 10-30k star stratum.

  47. 47

    MochiDiffusion/MochiDiffusion

    Run Stable Diffusion on Mac natively

    37.4× its usual pace
    +24 stars above its own trend

    7,951 stars 369 forks Swift growing RS 12.91

    Security and structure

    24 findings · 1 check pending · 2 checks not applicable

    Structure: 133 subsystems — Slider UI Styling · OpenAI Runtime Tests · Model Discovery and Refresh

    Core: GenerationController · ModelID · makeSDModelFixture()

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at 114a756442c2.

  48. 48

    lupinemachines/lupine

    LUPINE is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines.

    29.1× its usual pace
    +29 stars above its own trend

    2,411 stars 134 forks C++ growing RS 13.33

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.96, compared within the 1-3k star stratum.

  49. 49

    SatDump/SatDump

    A generic satellite data processing software.

    21.4× its usual pace
    +32 stars above its own trend

    2,121 stars 269 forks C++ growing RS 14.34

    Security and structure

    48 findings · 1 check pending · 4 checks not applicable

    Structure: 1,253 subsystems — ImGui Window Management · ImGui UI Flags · ImGui Drawing and Fonts

    Core: vector() · ImVec2 · ImGuiContext

    Score 9.00+, fork corroboration 0.89, compared within the 1-3k star stratum. Scanned at f3d82adbfe04.

  50. 50

    enzomanuelmangano/demos

    An ongoing collection of React Native animations crafted with Reanimated, Gesture Handler, and Skia.

    17.8× its usual pace
    +37 stars above its own trend

    3,141 stars 298 forks TypeScript growing 2nd day on the board RS 11.89

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum.

  51. 51

    rcortx/kiwiq

    Production-grade multi-agent orchestration platform - JSON-defined agents, multi-tier memory, and built-in observability. Battle-tested on 200+ enterprise AI agents. Now fully open-sourced (prod at https://kiwiq.ai).

    >100× its usual pace
    +190 stars above its own trend

    1,457 stars 242 forks Python growing 2nd day on the board RS 23.11

    • not confirmed by forks
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.50, compared within the 1-3k star stratum.

  52. 52

    weserv/images

    Source code of wsrv.nl (formerly images.weserv.nl), to be used on your own server(s).

    36.4× its usual pace
    +36 stars above its own trend

    2,790 stars 243 forks C++ growing 2nd day on the board RS 11.61

    Security and structure

    10 findings · 1 check pending · 4 checks not applicable

    Structure: 36 subsystems — Test Image Fixtures · Nginx Request Handler · Unit Testing Framework

    Core: Fixtures · Config · Status

    Score 9.00+, fork corroboration 0.99, compared within the 1-3k star stratum. Scanned at db357cedaf52.

  53. 53

    webmachinelearning/webmcp

    🤖 WebMCP

    13.9× its usual pace
    +223 stars above its own trend

    3,479 stars 228 forks Bikeshed growing 2nd day on the board RS 13.83

    Security and structure

    not yet scanned — queued

    Structure: no code to map — curated list / documentation repository

    Score 9.00+, fork corroboration 0.83, compared within the 3-10k star stratum.

  54. 54

    echohive42/AI-reads-books-page-by-page

    AI reads books: Page-by-Page PDF Knowledge Extractor & Summarizer. script performs an intelligent page-by-page analysis of PDF books, methodically extracting knowledge points and generating progressive summaries at specified intervals

    27.3× its usual pace
    +79 stars above its own trend

    2,823 stars 281 forks Python growing 2nd day on the board RS 12.82

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.88, compared within the 1-3k star stratum.

  55. 55

    weave-os/router

    Model router for agentic systems. Routes every prompt to the right model in <50ms. Cut costs 40-70% with just an endpoint change.

    89.9× its usual pace
    +1,255 stars above its own trend

    2,320 stars 72 forks Go growing 2nd day on the board RS 11.21

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  56. 56

    FriesI23/mhabit

    Open-source Flutter habit tracker with smart scoring, WebDAV sync, local-first storage, privacy-focused design, and support for Android, iOS, Windows, macOS, and Linux.

    35.1× its usual pace
    +35 stars above its own trend

    1,494 stars 87 forks Dart growing RS 12.18

    Security and structure

    253 findings · 3 checks pending · 2 checks not applicable

    Structure: 452 subsystems — Default App Localizations · Arabic App Localizations · Czech App Localizations

    Core: _ · _ · _

    Score 9.00+, fork corroboration 0.89, compared within the 1-3k star stratum. Scanned at 00ca8a6dcb8a.

  57. 57

    YouMind-OpenLab/ai-image-prompts-skill

    AI Image Prompts — 10,000+ curated prompts for any model. Works with Nano Banana Pro, Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E, Flux, Stable Diffusion, and more.

    21.1× its usual pace
    +164 stars above its own trend

    868 stars 96 forks TypeScript emerging 2nd day on the board RS 10.59

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum.

  58. 58

    AkashSingh3031/The-Complete-FAANG-Preparation

    Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.

    45.5× its usual pace
    +70 stars above its own trend

    12,153 stars 2,615 forks Jupyter Notebook established RS 11.64

    Security and structure

    555 findings · 1 check pending · 2 checks not applicable

    Structure: 1,877 subsystems — Android Weather App UI · Swift iOS Places App · Python Algorithms and Notepad

    Core: TreeNode · Calc · stack

    Score 9.00+, fork corroboration 0.90, compared within the 10-30k star stratum. Scanned at 685cf8a9dde6.

  59. 59

    nuver-labs/vps-audit

    lightweight, dependency-free bash script for security, performance auditing and infrastructure monitoring of Linux servers.

    37.8× its usual pace
    +199 stars above its own trend

    2,817 stars 269 forks Shell growing 2nd day on the board RS 12.85

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.81, compared within the 1-3k star stratum.

  60. 60

    facebook/stylex

    StyleX is the styling system for ambitious user interfaces.

    16.2× its usual pace
    +67 stars above its own trend

    9,974 stars 461 forks JavaScript growing 2nd day on the board RS 11.97

    Security and structure

    185 findings · 1 check pending · 2 checks not applicable

    Structure: 478 subsystems — CSS Property Names · StyleX Core Types · Theme Tokens and Variables

    Core: [] · react · vars

    Score 9.00+, fork corroboration 0.84, compared within the 3-10k star stratum. Scanned at fe0be7f0e76c.

  61. 61

    omerbsezer/Fast-Kubernetes

    This repo covers Kubernetes with LABs: Kubectl, Pod, Deployment, Service, PV, PVC, Rollout, Multicontainer, Daemonset, Taint-Toleration, Job, Ingress, Kubeadm, Helm, etc.

    14.1× its usual pace
    +61 stars above its own trend

    3,799 stars 1,418 forks PowerShell growing 2nd day on the board RS 13.44

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.74, compared within the 3-10k star stratum. Scanned at 9cc0e2168e28.

  62. 62

    Runnin4ik/dpi-detector

    DPI detection tool for internet censorship testing. Identifies TLS, TCP, HTTP, DNS blocking and 16-20KB connection drops

    12.7× its usual pace
    +35 stars above its own trend

    2,038 stars 79 forks Python growing 2nd day on the board RS 12.64

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.78, compared within the 1-3k star stratum.

  63. 63

    34306/vphone-aio

    1 script run the vphone

    >100× its usual pace
    +1,133 stars above its own trend

    6,692 stars 1,103 forks Shell growing 2nd day on the board RS 9.83

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum.

  64. 64

    code3-dev/ProxyCloud

    Proxy Cloud is an open-source VPN that’s fast, unlimited, secure, and completely free.

    63.5× its usual pace
    +24 stars above its own trend

    824 stars 91 forks Dart emerging RS 9.82

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum.

  65. 65

    elipsitz/gamebub

    Open-source FPGA retro emulation handheld

    10.9× its usual pace
    +11 stars above its own trend

    908 stars 61 forks Scala emerging RS 9.61

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: 231 subsystems — USB Mass Storage Class · Core Management · USB CDC Stream

    Core: Device · CoreManager · Gba

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum. Scanned at ce607713c7dc.

  66. 66

    tailcallhq/forgecode

    AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models

    27.0× its usual pace
    +69 stars above its own trend

    7,580 stars 1,452 forks Rust growing 2nd day on the board RS 9.54

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum.

  67. 67

    ShadowHackrs/Gmail-infinity

    **Gmail Infinity Factory 2026** is an advanced Gmail account automation engine built on next-generation stealth technology. It leverages **CloakBrowser** and **Playwright** with a multi-layer architecture that accurately mimics real human behavior and evades all automated detection systems.

    14.3× its usual pace
    +109 stars above its own trend

    848 stars 190 forks Python emerging RS 9.45

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum.

  68. 68

    michiganrobotics/rob501

    Mathematics for Robotics

    16.4× its usual pace
    +54 stars above its own trend

    2,924 stars 351 forks growing RS 9.41

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: no code to map — curated list / documentation repository

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 3d11b01a6e37.

  69. 69

    chocoford/ExcalidrawZ

    Excalidraw app for mac. Powered by pure SwiftUI.

    27.4× its usual pace
    +62 stars above its own trend

    1,396 stars 73 forks Swift growing RS 12.43

    Security and structure

    no findings · 3 checks pending · 3 checks not applicable

    Structure: 493 subsystems — MathJax SVG Rendering · Canvas Flush Coordinator · Cloud Storage Icons

    Core: FileState · r() · Content

    Score 9.00+, fork corroboration 0.75, compared within the 1-3k star stratum. Scanned at 6b73ab1dbf8e.

  70. 70

    Nicolepcx/ai-agents-the-definitive-guide

    Repo for AI Agents The Definitive Guide

    34.0× its usual pace
    +283 stars above its own trend

    1,240 stars 268 forks Jupyter Notebook growing 2nd day on the board RS 9.33

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  71. 71

    huytieu/COG-second-brain

    Self-evolving second brain with 35 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.

    7.7× its usual pace
    +83 stars above its own trend

    1,138 stars 130 forks HTML growing 2nd day on the board RS 9.32

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  72. 72

    ddev/ddev

    Docker-based local PHP+Node.js web development environments

    44.4× its usual pace
    +66 stars above its own trend

    3,812 stars 718 forks Go growing RS 10.09

    Security and structure

    1024 findings · 1 check pending

    Structure: 4,207 subsystems — HTTP Connection Handling · HTTP Push and Deadlines · Android App Telemetry Attributes

    Core: BytePtrFromString() · Time · Timestamp()

    Score 9.00+, fork corroboration 0.91, compared within the 3-10k star stratum. Scanned at 60e251fbe070.

  73. 73

    Tencent-Hunyuan/HunyuanOCR

    HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better

    14.0× its usual pace
    +28 stars above its own trend

    1,960 stars 153 forks Python growing RS 9.17

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum.

  74. 74

    iChochy/NCE

    《新概念英语》全四册在线课文朗读、单句点读、中英对照

    19.8× its usual pace
    +120 stars above its own trend

    3,415 stars 605 forks JavaScript growing RS 9.13

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum.

  75. 75

    brootware/awesome-cyber-security-university

    🎓 Because Education should be free. Contributions welcome! 🕵️

    20.1× its usual pace
    +86 stars above its own trend

    3,376 stars 328 forks growing RS 9.12

    Security and structure

    13 findings · 1 check pending · 4 checks not applicable

    Structure: no code to map — curated list / documentation repository

    Score 9.00+, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at efbcea2bf87a.

  76. 76

    wecode-ai/Wegent

    Plan, build, and deliver with an open-source, self-hostable AI workspace for coding, collaboration, and automation.

    17.8× its usual pace
    +26 stars above its own trend

    741 stars 126 forks TypeScript emerging 2nd day on the board RS 12.02

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 8.68, fork corroboration 0.72, compared within the 200-1k star stratum.

  77. 77

    nasa-gibs/worldview

    Interactive interface for browsing global, full-resolution satellite imagery

    11.9× its usual pace
    +32 stars above its own trend

    1,669 stars 323 forks JavaScript growing 2nd day on the board RS 9.17

    Security and structure

    9 findings · 1 check pending · 1 check not applicable

    Structure: 421 subsystems — Environmental Data Layers · React Charting Components · JSON Schema Properties

    Core: enum · getSelectedDate() · getActiveLayers()

    Score 8.52, fork corroboration 0.93, compared within the 1-3k star stratum. Scanned at 837e4f316d53.

  78. 78

    anypost/emailmd

    Render markdown into email-safe HTML

    28.7× its usual pace
    +20 stars above its own trend

    1,324 stars 40 forks TypeScript growing RS 8.51

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 8.47, fork corroboration 1.00, compared within the 1-3k star stratum.

  79. 79

    abi/screenshot-to-code

    Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

    19.1× its usual pace
    +772 stars above its own trend

    75,373 stars 9,205 forks Python established 3rd day on the board RS 8.77

    Security and structure

    231 findings · 1 check pending · 2 checks not applicable

    Structure: 158 subsystems — Asset Extraction and Detection · Agent Execution Engine · Session Management

    Core: Llm · AgentRunRecorder · TokenUsage

    Score 8.45, fork corroboration 0.96, compared within the 30k+ star stratum. Scanned at d026163f586d.

  80. 80

    scanopy/scanopy

    Network diagrams that update themselves

    10.2× its usual pace
    +77 stars above its own trend

    5,611 stars 287 forks Rust growing 2nd day on the board RS 8.25

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 8.25, fork corroboration 1.00, compared within the 3-10k star stratum.

  81. 81

    stas00/ml-engineering

    Machine Learning Engineering Open Book

    7.9× its usual pace
    +94 stars above its own trend

    18,820 stars 1,228 forks Python established 2nd day on the board RS 7.94

    Security and structure

    134 findings · 3 checks pending · 2 checks not applicable

    Structure: 69 subsystems — Hardware Architecture Detection · Underflow and Overflow Debugging · Extended Test Case Utilities

    Core: TestCasePlus · DebugUnderflowOverflow · CUDAArch

    Score 7.94, fork corroboration 1.00, compared within the 10-30k star stratum. Scanned at 60cf43057b25.

  82. 82

    google/googletest

    GoogleTest - Google Testing and Mocking Framework

    28.2× its usual pace
    +146 stars above its own trend

    39,110 stars 10,868 forks C++ established RS 10.15

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: 320 subsystems — Basic Assertion Tests · Test Fixture Assertions · Array Matcher Tests

    Core: TEST() · string_ · TEST()

    Score 7.64, fork corroboration 0.75, compared within the 30k+ star stratum. Scanned at 4267679b6887.

  83. 83

    pixlcore/xyops

    The next generation of Cronicle: open-source job scheduling, visual workflows, server monitoring, alerting, and incident response.

    17.7× its usual pace
    +156 stars above its own trend

    6,038 stars 569 forks JavaScript growing 2nd day on the board RS 7.56

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.56, fork corroboration 1.00, compared within the 3-10k star stratum.

  84. 84

    nvk/llm-wiki

    LLM-compiled knowledge bases for any AI agent. Parallel multi-agent research, thesis-driven investigation, source ingestion, wiki compilation, querying, and artifact generation.

    8.3× its usual pace
    +65 stars above its own trend

    1,143 stars 108 forks Python growing 2nd day on the board RS 7.53

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.53, fork corroboration 1.00, compared within the 1-3k star stratum.

  85. 85

    roryclear/clearcam

    Add object detection, tracking, mobile notifications, and search to any security camera.

    22.6× its usual pace
    +52 stars above its own trend

    1,298 stars 95 forks Python growing 2nd day on the board RS 8.29

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.44, fork corroboration 0.90, compared within the 1-3k star stratum.

  86. 86

    taoufik123-collab/claude-watch

    Give Claude the ability to watch any video — scene-change frames + transcript + a structured report, with a 0-10s hook microscope and optional Obsidian auto-save.

    15.8× its usual pace
    +54 stars above its own trend

    640 stars 133 forks Python emerging RS 7.39

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.39, fork corroboration 1.00, compared within the 200-1k star stratum.

  87. 87

    marin-community/marin

    Open-source framework for the research and development of foundation models.

    25.3× its usual pace
    +436 stars above its own trend

    2,832 stars 235 forks Python growing 2nd day on the board RS 9.66

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.37, fork corroboration 0.76, compared within the 1-3k star stratum.

  88. 88

    k4yt3x/video2x

    A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

    6.0× its usual pace
    +123 stars above its own trend

    21,391 stars 1,855 forks C++ established 2nd day on the board RS 7.37

    Security and structure

    30 findings · 1 check pending · 4 checks not applicable

    Structure: not yet mapped — queued

    Score 7.37, fork corroboration 1.00, compared within the 10-30k star stratum. Scanned at 7db9c18d6278.

  89. 89

    emdash-cms/emdash

    EmDash is a full-stack TypeScript CMS based on Astro; the spiritual successor to WordPress

    6.2× its usual pace
    +99 stars above its own trend

    12,059 stars 1,126 forks TypeScript established 2nd day on the board RS 9.46

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.31, fork corroboration 0.77, compared within the 10-30k star stratum.

  90. 90

    K-Dense-AI/scientific-agent-skills

    Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

    9.5× its usual pace
    +1,351 stars above its own trend

    36,115 stars 3,453 forks Python established 2nd day on the board RS 7.25

    Security and structure

    53 findings · 1 check pending

    Structure: 823 subsystems — DICOM Anonymization Tool · Claim Citation Auditing · Dataset Auditing Utilities

    Core: CliError · run_script() · SafetyError

    Score 7.25, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 1e5eeffbdad3.

  91. 91

    openJiuwen-ai/jiuwenswarm

    JiuwenSwarm is an intelligent AI Agent built on openJiuwen. It extends the powerful capabilities of large language models directly to your fingertips through various communication apps you use daily.

    23.2× its usual pace
    +1,123 stars above its own trend

    4,847 stars 796 forks Python growing 2nd day on the board RS 7.15

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.15, fork corroboration 1.00, compared within the 3-10k star stratum.

  92. 92

    AdguardTeam/dnsproxy

    Simple DNS proxy with DoH, DoT, DoQ and DNSCrypt support

    21.6× its usual pace
    +39 stars above its own trend

    3,259 stars 337 forks Go growing 2nd day on the board RS 11.01

    Security and structure

    28 findings · 1 check pending · 1 check not applicable

    Structure: 108 subsystems — DNS Cache Management · DNS-over-HTTPS Bootstrapping · DNS Message Processing

    Core: Proxy · AddressToUpstream() · cache

    Score 6.97, fork corroboration 0.63, compared within the 3-10k star stratum. Scanned at ddf250f16f2b.

  93. 93

    conorbronsdon/avoid-ai-writing

    Skill that audits and rewrites content to remove AI writing patterns. Use it with your favorite agents including Claude Code, OpenClaw, Codex, and Hermes.

    7.9× its usual pace
    +273 stars above its own trend

    3,578 stars 311 forks JavaScript growing 2nd day on the board RS 7.92

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.94, fork corroboration 0.88, compared within the 3-10k star stratum.

  94. 94

    sameerasw/essentials

    Essential tools and mods for Android nerds

    5.9× its usual pace
    +77 stars above its own trend

    2,779 stars 66 forks Kotlin growing RS 6.88

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.87, fork corroboration 1.00, compared within the 1-3k star stratum.

  95. 95

    bruin-data/ingestr

    ingestr is a CLI tool to copy data between any databases with a single command seamlessly.

    12.8× its usual pace
    +32 stars above its own trend

    3,897 stars 149 forks Go growing RS 6.83

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.83, fork corroboration 1.00, compared within the 3-10k star stratum.

  96. 96

    pydantic/httpx2

    A next generation HTTP client for Python. 🦋

    8.0× its usual pace
    +93 stars above its own trend

    1,119 stars 62 forks Python growing RS 6.81

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.81, fork corroboration 1.00, compared within the 1-3k star stratum.

  97. 97

    oxylabs/google-news-scraper

    Use Google News Scraper API to obtain the latest global news for your project, including a wide range of sources, headlines, URLs, and publication dates from the Google News platform.

    11.3× its usual pace
    +35 stars above its own trend

    3,367 stars 25 forks Python growing 2nd day on the board RS 9.09

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.75, fork corroboration 0.74, compared within the 3-10k star stratum.

  98. 98

    mitsuhiko/agent-stuff

    These are commands I use with agents, mostly Claude

    6.5× its usual pace
    +41 stars above its own trend

    2,987 stars 217 forks TypeScript growing RS 6.70

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.70, fork corroboration 1.00, compared within the 1-3k star stratum.

  99. 99

    veracrypt/VeraCrypt

    Disk encryption with strong security based on TrueCrypt

    5.8× its usual pace
    +78 stars above its own trend

    11,463 stars 1,325 forks C established 2nd day on the board RS 6.54

    Security and structure

    17 findings · 1 check pending · 4 checks not applicable

    Structure: 362 subsystems — Windows API Utilities · Volume Mounting Dialogs · Libzip Configuration

    Core: zip_error_set() · MainFrame · MainDialogProc()

    Score 6.54, fork corroboration 1.00, compared within the 10-30k star stratum. Scanned at b48e31f5b47d.

  100. 100

    TechnitiumSoftware/DnsServer

    Technitium DNS Server

    6.4× its usual pace
    +72 stars above its own trend

    9,716 stars 774 forks C# growing 2nd day on the board RS 6.84

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: not yet mapped — queued

    Score 6.51, fork corroboration 0.95, compared within the 3-10k star stratum. Scanned at 67aaf1f9aea2.

  101. 101

    ultrasecurity/Storm-Breaker

    Social engineering tool [Access Webcam & Microphone & Location Finder] With {Py,JS,PHP}

    10.2× its usual pace
    +42 stars above its own trend

    5,799 stars 1,936 forks HTML growing RS 6.88

    Security and structure

    no findings · 3 checks pending · 3 checks not applicable

    Structure: 37 subsystems — SweetAlert2 Dialogs · Client Fingerprinting · jQuery Library

    Core: ce() · b() · l()

    Score 6.38, fork corroboration 0.93, compared within the 3-10k star stratum. Scanned at 4d7235104870.

  102. 102

    misiektoja/instagram_monitor

    Track Instagram users' activities, profile changes and capture content with beautiful dashboards and instant notifications

    8.2× its usual pace
    +22 stars above its own trend

    1,311 stars 124 forks Python growing RS 6.32

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.32, fork corroboration 1.00, compared within the 1-3k star stratum.

  103. 103

    hyperfield/ai-file-sorter

    Cross-platform desktop application for content-aware file organization and renaming. Supports local and remote LLMs, preview-based workflows, and fully user-controlled changes.

    6.4× its usual pace
    +35 stars above its own trend

    1,598 stars 165 forks C++ growing 2nd day on the board RS 6.23

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.23, fork corroboration 1.00, compared within the 1-3k star stratum.

  104. 104

    nkaz001/hftbacktest

    Free, open source, a high frequency trading and market making backtesting and trading bot, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books(Level-2 and Level-3), with real-world crypto trading examples for Binance and Bybit

    6.1× its usual pace
    +29 stars above its own trend

    4,545 stars 882 forks Rust growing 2nd day on the board RS 7.79

    Security and structure

    33 findings · 1 check pending · 2 checks not applicable

    Structure: 106 subsystems — Data Cache Utilities · L3 Exchange Backtesting · Market Data Converters

    Core: BacktestError · Event · BacktestAsset

    Score 6.16, fork corroboration 0.79, compared within the 3-10k star stratum. Scanned at 5f3ec40b2afb.

  105. 105

    apirrone/Open_Duck_Mini

    Making a mini version of the BDX droid. https://discord.gg/UtJZsgfQGe

    9.9× its usual pace
    +47 stars above its own trend

    3,571 stars 451 forks Python growing RS 7.45

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.10, fork corroboration 0.82, compared within the 3-10k star stratum.

  106. 106

    Lakr233/vphone-cli

    13.0× its usual pace
    +390 stars above its own trend

    8,492 stars 1,229 forks Swift growing RS 6.05

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.05, fork corroboration 1.00, compared within the 3-10k star stratum.

  107. 107

    Atarity/deploy-your-own-saas

    List of "only yours" cloud services for everyday needs :black_flag:

    7.0× its usual pace
    +30 stars above its own trend

    9,981 stars 764 forks Python growing 2nd day on the board RS 6.04

    Security and structure

    4 findings · 1 check pending · 4 checks not applicable

    Structure: 2 subsystems — GitHub Repository Monitor · README Generation Script

    Core: main() · get_github_repo_info() · load_env()

    Score 6.04, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at 90ce4d1d0672.

  108. 108

    x-cmd/x-cmd

    Shell Superpowers for AI Agents.

    10.9× its usual pace
    +22 stars above its own trend

    4,613 stars 162 forks Awk growing RS 7.12

    Security and structure

    310 findings · 1 check pending · 3 checks not applicable

    Structure: 95 subsystems — Claude API Parsing · QR Code Encoding · JSON Schema Validation

    Core: AssetReport · Ondb · Ondb

    Score 6.02, fork corroboration 0.84, compared within the 3-10k star stratum. Scanned at 962ac8e09b27.

  109. 109

    plannotator/effective-html

    Agent skills for useful HTML artifacts, wireframes, interactive prototypes, plans, and diagrams.

    8.7× its usual pace
    +264 stars above its own trend

    2,656 stars 190 forks HTML growing 2nd day on the board RS 6.00

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.00, fork corroboration 1.00, compared within the 1-3k star stratum.

  110. 110

    caramaschiHG/awesome-ai-agents-2026

    🤖 The most comprehensive list of AI agents, frameworks & tools in 2026. 300+ resources · 20+ categories · Updated monthly.

    12.0× its usual pace
    +56 stars above its own trend

    1,693 stars 567 forks growing 2nd day on the board RS 11.12

    Security and structure

    not yet scanned — queued

    Structure: no code to map — curated list / documentation repository

    Score 5.95, fork corroboration 0.54, compared within the 1-3k star stratum.

  111. 111

    gregorojstersek/resources-to-become-a-great-engineering-leader

    List of books, blogs, newsletters and people!

    9.1× its usual pace
    +44 stars above its own trend

    7,395 stars 897 forks growing RS 5.94

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.94, fork corroboration 1.00, compared within the 3-10k star stratum.

  112. 112

    martin-olivier/airgorah

    A WiFi security auditing software

    60.3× its usual pace
    +122 stars above its own trend

    1,220 stars 188 forks Rust growing RS 7.68

    Security and structure

    12 findings · 1 check pending · 2 checks not applicable

    Structure: 22 subsystems — Connection UI Controllers · IPC Client Communication · Interface and Capture Control

    Core: AppData · AgentError · connect()

    Score 5.88, fork corroboration 0.77, compared within the 1-3k star stratum. Scanned at e635630473fa.

  113. 113

    SuanmoSuanyangTechnology/MemoryBear

    MemoryBear Equip AI with human-like memory capability

    6.6× its usual pace
    +94 stars above its own trend

    5,186 stars 403 forks Python growing 2nd day on the board RS 8.95

    Security and structure

    332 findings · 1 check pending · 2 checks not applicable

    Structure: not yet mapped — queued

    Score 5.82, fork corroboration 0.65, compared within the 3-10k star stratum. Scanned at 85004dacaf2f.

  114. 114

    google/fully-homomorphic-encryption

    Homomorphic Encryption demos

    15.6× its usual pace
    +26 stars above its own trend

    3,737 stars 275 forks Starlark growing RS 6.85

    Security and structure

    19 findings · 1 check pending · 1 check not applicable

    Structure: 27 subsystems — PyTorch MLIR Export · MNIST Cleartext Evaluation · Lattigo Fraud FHE Evaluation

    Core: resolve_path() · MnistDataset · MLPSigmoid

    Score 5.78, fork corroboration 0.84, compared within the 3-10k star stratum. Scanned at fff4400ba2cb.

  115. 115

    PKU-YuanGroup/Helios

    Helios: Real Real-Time Long Video Generation Model

    8.2× its usual pace
    +26 stars above its own trend

    2,106 stars 173 forks Python growing RS 5.71

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.71, fork corroboration 1.00, compared within the 1-3k star stratum.

  116. 116

    ConardLi/garden-skills

    ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.

    16.4× its usual pace
    +677 stars above its own trend

    11,538 stars 1,429 forks CSS established 2nd day on the board RS 7.91

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.71, fork corroboration 0.72, compared within the 10-30k star stratum.

  117. 117

    CharlesPikachu/musicdl

    Musicdl: A lightweight music downloader written in pure python. (轻量级无损音乐下载器,支持数十个音乐/有声读物平台,例如网易云音乐,QQ音乐,酷狗音乐,酷我音乐,咪咕音乐,千千静听,汽水音乐,Bilibili,街声,喜马拉雅,懒人听书,荔枝FM,蜻蜓FM,JOOX,TIDAL,YouTube,Apple Music,Spotify,Qobuz,SoundCloud等主流音乐平台)

    8.6× its usual pace
    +115 stars above its own trend

    5,881 stars 740 forks Python growing RS 8.27

    Security and structure

    11 findings · 1 check pending · 2 checks not applicable

    Structure: 74 subsystems — Tidal Music Client · Apple Music Utilities · Music Client Builder

    Core: SongInfo · resp2json() · legalizestring()

    Score 5.67, fork corroboration 0.69, compared within the 3-10k star stratum. Scanned at e5c3bd51b518.

  118. 118

    jhd3197/ServerKit

    ServerKit is a lightweight, modern server control panel for managing web applications, databases, and services on your VPS or dedicated server. Built with Python/Flask backend and React frontend.

    18.9× its usual pace
    +71 stars above its own trend

    957 stars 100 forks Python emerging RS 5.67

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.67, fork corroboration 1.00, compared within the 200-1k star stratum.

  119. 119

    ossu/math

    🧮 Path to a free self-taught education in Mathematics!

    7.7× its usual pace
    +28 stars above its own trend

    9,068 stars 827 forks growing RS 5.55

    Security and structure

    2 findings · 1 check pending · 4 checks not applicable

    Structure: no code to map — curated list / documentation repository

    Score 5.55, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at 43a0e993af2c.

  120. 120

    amacneil/dbmate

    🚀 A lightweight, framework-agnostic database migration tool.

    10.8× its usual pace
    +58 stars above its own trend

    7,247 stars 369 forks Go growing RS 7.50

    Security and structure

    44 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 5.54, fork corroboration 0.74, compared within the 3-10k star stratum. Scanned at ab840aec5af5.

  121. 121

    Thiago-code-lab/aws-certified-solutions-architect-associate-brasil

    Guia completo em PT-BR para a certificação AWS Solutions Architect (SAA-C03), com resumo dos domínios, labs práticos, mapas mentais e simulados focados em arquitetura escalável, resiliente e segura na AWS.

    10.8× its usual pace
    +54 stars above its own trend

    833 stars 218 forks Shell emerging 2nd day on the board RS 5.50

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.50, fork corroboration 1.00, compared within the 200-1k star stratum.

  122. 122

    freestylefly/awesome-gpt-image-2

    Prompt as Code | GPT Image 2 / 2.5 提示词与案例库,530+ 个案例、20+ 套工业级模板与可复用 Skills,新增 2.5 同提示词对比专区,附完整提示词与生成记录,持续更新。

    8.0× its usual pace
    +2,766 stars above its own trend

    24,100 stars 2,388 forks JavaScript established 2nd day on the board RS 5.47

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.40, fork corroboration 0.99, compared within the 10-30k star stratum.

  123. 123

    HKUDS/AI-Trader

    "AI-Trader: 100% Fully-Automated Agent-Native Trading"

    10.8× its usual pace
    +183 stars above its own trend

    21,751 stars 3,312 forks Python established RS 6.58

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.40, fork corroboration 0.82, compared within the 10-30k star stratum.

  124. 124

    jeecgboot/jimureport

    一款真正的 AI 报表诞生了!JimuChatBI —— 首款免费开源对话式智能数据分析产品(Chat2BI)。 一句话生成报表和数据大屏,支持对话式 AI 修改优化;类 Excel 在线报表设计,兼容国产信创数据源。 对着 AI 说句话,报表就出来了——表格、图表、分组汇总自动生成,复杂报表场景轻松应对。想做数据大屏?同样一句话搞定,让数据分析进入 AI 时代。

    6.3× its usual pace
    +23 stars above its own trend

    8,261 stars 1,873 forks Java growing RS 5.30

    Security and structure

    12 findings · 1 check pending · 3 checks not applicable

    Structure: 13 subsystems — Security and CORS Configuration · User Authentication Controller · Report Token Service

    Core: JimuReportTokenServiceImpl · SecurityConfig · LoginController

    Score 5.30, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at 5a3c74c70c59.

  125. 125

    libjxl/jxl-rs

    14.2× its usual pace
    +15 stars above its own trend

    645 stars 50 forks Rust emerging 2nd day on the board RS 5.66

    Security and structure

    7 findings · 1 check pending · 2 checks not applicable

    Structure: 232 subsystems — Codestream Parser · SIMD Vector Math · Channel Iterators

    Core: BitReader · FrameHeader · Image

    Score 5.28, fork corroboration 0.93, compared within the 200-1k star stratum. Scanned at fce6e280777b.

  126. 126

    yifanfeng97/Hyper-Extract

    Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

    13.2× its usual pace
    +185 stars above its own trend

    3,576 stars 412 forks Python growing RS 7.13

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.28, fork corroboration 0.74, compared within the 3-10k star stratum.

  127. 127

    baotlake/office-website

    Web Office: Local-First & Private. Professional-grade Word, Excel, and PowerPoint editing powered by WebAssembly. Zero data uploads, 100% client-side for uncompromising privacy. 🛡️ 纯本地浏览器 Office,数据零上传,隐私安全。⚡️ Wasm 採用、ローカル完結で究極のプライバシー。🚀 Полная приватность: Wasm-офис без загрузки данных.

    8.6× its usual pace
    +35 stars above its own trend

    1,346 stars 167 forks TypeScript growing RS 6.93

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.26, fork corroboration 0.76, compared within the 1-3k star stratum.

  128. 128

    tt-a1i/archify

    Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

    8.3× its usual pace
    +8,006 stars above its own trend

    26,352 stars 1,677 forks JavaScript established 2nd day on the board RS 6.06

    Security and structure

    168 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 5.26, fork corroboration 0.87, compared within the 10-30k star stratum. Scanned at 06dd052602dd.

  129. 129

    oxylabs/paid-proxy-servers

    The Oxylabs team guarantees exceptional proxy uptime and stability through round-the-clock system maintenance conducted by our engineers. Our extensive proxy network, one of the largest in the industry, encompasses over 102 million IP addresses across 195 countries.

    7.2× its usual pace
    +28 stars above its own trend

    1,321 stars 1 forks growing 2nd day on the board RS 5.24

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.24, fork corroboration 1.00, compared within the 1-3k star stratum.

  130. 130

    jivoi/awesome-osint

    :scream: A curated list of amazingly awesome OSINT

    5.8× its usual pace
    +189 stars above its own trend

    28,561 stars 3,928 forks established RS 5.89

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: no code to map — curated list / documentation repository

    Score 5.22, fork corroboration 0.89, compared within the 10-30k star stratum. Scanned at 3ab9cde5d0f6.

  131. 131

    michiganrobotics/rob311

    How to Build Robots and Make Them Move

    18.1× its usual pace
    +54 stars above its own trend

    1,175 stars 226 forks Python growing RS 10.35

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: not yet mapped — queued

    Score 5.18, fork corroboration 0.50, compared within the 1-3k star stratum. Scanned at 6861e2401ead.

  132. 132

    optiland/optiland

    Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

    8.5× its usual pace
    +24 stars above its own trend

    949 stars 195 forks Python emerging RS 5.37

    Security and structure

    73 findings · 1 check pending · 1 check not applicable

    Structure: 504 subsystems — Base Optical Classes · Coordinate Systems · Surface Geometry Interpolation

    Core: assert_allclose() · Optic · CoordinateSystem

    Score 5.10, fork corroboration 0.95, compared within the 200-1k star stratum. Scanned at d53132102552.

  133. 133

    Tablecruncher/tablecruncher

    A lightweight, powerful CSV editor for macOS, Windows and Linux — with built-in JavaScript macros.

    10.1× its usual pace
    +14 stars above its own trend

    991 stars 59 forks C++ emerging 2nd day on the board RS 5.03

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.03, fork corroboration 1.00, compared within the 200-1k star stratum.

  134. 134

    oxylabs/how-to-scrape-amazon-product-data

    The process of extracting product data from Amazon using Python, including titles, ratings, prices, images, and descriptions.

    8.1× its usual pace
    +23 stars above its own trend

    3,223 stars 12 forks growing RS 6.21

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.01, fork corroboration 0.81, compared within the 3-10k star stratum.

  135. 135

    omacom/omarchy

    Beautiful, Modern & Opinionated Linux

    7.1× its usual pace
    +1,030 stars above its own trend

    33,007 stars 3,421 forks Shell established 3rd day on the board RS 4.99

    Security and structure

    1009 findings · 1 check pending · 4 checks not applicable

    Structure: not yet mapped — queued

    Score 4.99, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at f99d33a8ddee.

  136. 136

    AgriciDaniel/claude-obsidian

    Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into one connected knowledge graph of plain Markdown you own. AI note-taking, personal knowledge management (PKM), and an open-source Notion alternative. Based on Karpathy's LLM Wiki pattern.

    9.9× its usual pace
    +960 stars above its own trend

    14,282 stars 1,436 forks Python established 2nd day on the board RS 7.56

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.98, fork corroboration 0.66, compared within the 10-30k star stratum.

  137. 137

    ZJU-LLMs/Foundations-of-LLMs

    A book for Learning the Foundations of LLMs

    18.2× its usual pace
    +131 stars above its own trend

    17,744 stars 1,666 forks established 2nd day on the board RS 4.93

    Security and structure

    not yet scanned — queued

    Structure: no code to map — curated list / documentation repository

    Score 4.93, fork corroboration 1.00, compared within the 10-30k star stratum.

  138. 138

    poteto/hiring-without-whiteboards

    ⭐️ Companies that don't have a broken hiring process

    5.9× its usual pace
    +91 stars above its own trend

    51,796 stars 3,926 forks JavaScript established 3rd day on the board RS 5.12

    Security and structure

    14 findings · 1 check pending · 1 check not applicable

    Structure: 9 subsystems — Remark Linting Configuration · Remark CLI and Dependencies · Package Metadata Fields

    Core: plugins · repository · scripts

    Score 4.86, fork corroboration 0.95, compared within the 30k+ star stratum. Scanned at b96912cd94e2.

  139. 139

    XiaomingX/ai-money-maker-handbook

    ai副业赚钱大集合,教你如何利用ai做一些副业项目,赚取更多额外收益。The Ultimate Guide to Making Money with AI Side Hustles: Learn how to leverage AI for some cool side gigs and rake in some extra cash. Check out the English version for more insights.

    4.8× its usual pace
    +128 stars above its own trend

    4,618 stars 426 forks CSS growing 2nd day on the board RS 5.06

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.86, fork corroboration 0.96, compared within the 3-10k star stratum.

  140. 140

    oxylabs/google-play-scraper

    Google Play Scraper for collecting public details about applications, games, movies & TV shows, books, and more.

    7.9× its usual pace
    +21 stars above its own trend

    1,717 stars 4 forks Python growing 2nd day on the board RS 6.06

    Security and structure

    12 findings · 1 check pending · 2 checks not applicable

    Structure: 15 subsystems — Exceptions and Error Handling · Selenium Scraper Driver · Data Models

    Core: GooglePlayCategory · GooglePlayParser · PlayItem

    Score 4.84, fork corroboration 0.80, compared within the 1-3k star stratum. Scanned at 3d2d2db4f79d.

  141. 141

    iamaisim/ProjectAirSim

    Project AirSim is Microsoft's evolution of AirSim, an advanced simulation platform for building, training, and testing autonomous systems in high-fidelity virtual environments

    7.3× its usual pace
    +14 stars above its own trend

    803 stars 149 forks C++ emerging RS 4.83

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.83, fork corroboration 1.00, compared within the 200-1k star stratum.

  142. 142

    UsefulSoftwareCo/executor

    The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment.

    9.7× its usual pace
    +177 stars above its own trend

    3,389 stars 264 forks TypeScript growing 2nd day on the board RS 8.05

    • not confirmed by forks
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.77, fork corroboration 0.59, compared within the 3-10k star stratum.

  143. 143

    alexgreensh/token-optimizer

    Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

    6.6× its usual pace
    +66 stars above its own trend

    2,046 stars 160 forks Python growing RS 7.85

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.77, fork corroboration 0.61, compared within the 1-3k star stratum.

  144. 144

    coulsontl/ai-toolbox

    Personal AI Toolbox

    5.0× its usual pace
    +22 stars above its own trend

    1,244 stars 86 forks Rust growing 2nd day on the board RS 4.76

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.76, fork corroboration 1.00, compared within the 1-3k star stratum.

  145. 145

    sleep3r/mtproto.zig

    Keep the people you love connected — a tiny self-hosted Telegram proxy that hides in plain HTTPS

    6.6× its usual pace
    +39 stars above its own trend

    1,468 stars 81 forks Zig growing 2nd day on the board RS 5.55

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.73, fork corroboration 0.85, compared within the 1-3k star stratum.

  146. 146

    awaseem/foqos

    Foqos allows you to lock apps behind the tap of a NFC tag or scan of a QR code. Free and open source alternative to Brick, Opal, ScreenZen, Unpluq, Scrolly, Blok and more!

    4.9× its usual pace
    +24 stars above its own trend

    744 stars 127 forks Swift emerging RS 4.72

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.72, fork corroboration 1.00, compared within the 200-1k star stratum.

  147. 147

    olaxbt/ai-market-maker

    Agentic AI Hedge Fund OS (AIMM)

    16.7× its usual pace
    +30 stars above its own trend

    2,091 stars 293 forks Python growing RS 9.06

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.72, fork corroboration 0.52, compared within the 1-3k star stratum.

  148. 148

    IridiumIO/CompactGUI

    Reduce the space taken up by games and programs on disk by using native Windows APIs

    4.5× its usual pace
    +47 stars above its own trend

    8,649 stars 331 forks Visual Basic .NET growing RS 4.71

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

    Structure: 62 subsystems — Folder Sorting and Filtering · File Analysis Service · Project Configuration and Dependencies

    Core: UserControl · UserControl · RadioButton

    Score 4.71, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at 98af86cf970e.

  149. 149

    ikawrakow/ik_llama.cpp

    llama.cpp fork with additional SOTA quants and improved performance

    6.6× its usual pace
    +38 stars above its own trend

    3,135 stars 439 forks C++ growing RS 4.67

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.67, fork corroboration 1.00, compared within the 3-10k star stratum.

  150. 150

    NationalSecurityAgency/ghidra

    Ghidra is a software reverse engineering (SRE) framework

    4.3× its usual pace
    +253 stars above its own trend

    73,160 stars 8,005 forks Java established RS 4.66

    Security and structure

    28 findings · 1 check pending · 4 checks not applicable

    Structure: not yet mapped — queued

    Score 4.66, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 8e9a8e7a276d.

  151. 151

    libretro/RetroArch

    Cross-platform, sophisticated frontend for the libretro API. Licensed GPLv3.

    9.3× its usual pace
    +86 stars above its own trend

    13,674 stars 2,192 forks C established RS 6.89

    Security and structure

    291 findings · 1 check pending · 2 checks not applicable

    Structure: 1,747 subsystems — Vulkan Flags and Types · Vulkan Creation Flags · Vulkan Loader and Headers

    Core: memset() · memcpy() · strlcpy()

    Score 4.66, fork corroboration 0.68, compared within the 10-30k star stratum. Scanned at 01f0c3edc9ee.

  152. 152

    tickernelz/opencode-mem

    OpenCode plugin that gives coding agents persistent memory using local vector database

    6.3× its usual pace
    +55 stars above its own trend

    1,589 stars 151 forks TypeScript growing 2nd day on the board RS 6.85

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.65, fork corroboration 0.68, compared within the 1-3k star stratum.

  153. 153

    viperrcrypto/Siftly

    Local Twitter/X bookmark organizer with AI categorization and mindmap visualization

    6.1× its usual pace
    +26 stars above its own trend

    3,013 stars 278 forks TypeScript growing RS 4.63

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.63, fork corroboration 1.00, compared within the 3-10k star stratum.

  154. 154

    thedotmack/claude-mem

    Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

    3.4× its usual pace
    +400 stars above its own trend

    92,478 stars 8,126 forks TypeScript established RS 4.61

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.61, fork corroboration 1.00, compared within the 30k+ star stratum.

  155. 155

    oxylabs/free-proxy-list

    Claim Free proxy list with United States IP addresses and use it for your projects.

    10.2× its usual pace
    +32 stars above its own trend

    3,469 stars 31 forks growing 2nd day on the board RS 6.10

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.58, fork corroboration 0.75, compared within the 3-10k star stratum.

  156. 156

    opentoonz/opentoonz

    OpenToonz - An open-source full-featured 2D animation creation software

    10.2× its usual pace
    +50 stars above its own trend

    7,633 stars 866 forks C++ growing 2nd day on the board RS 4.57

    Security and structure

    30 findings · 1 check pending · 4 checks not applicable

    Structure: 2,198 subsystems — Vector Shadow Styles · UI Component Classes · Vector Image Operations

    Core: TFilePath() · vector · Preferences

    Score 4.57, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at b8d88049cacc.

  157. 157

    oceanbase/powercontext

    Not only memory but a full story.

    5.7× its usual pace
    +21 stars above its own trend

    920 stars 172 forks Python emerging RS 4.52

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.52, fork corroboration 1.00, compared within the 200-1k star stratum.

  158. 158

    actions/checkout

    Action for checking out a repo

    24.5× its usual pace
    +105 stars above its own trend

    8,773 stars 2,752 forks TypeScript growing RS 9.01

    • not confirmed by forks
    Security and structure

    103 findings · 1 check pending · 1 check not applicable

    Structure: 41 subsystems — Git Authentication Helper · Git Command Execution · Git Command Interface

    Core: IGitCommandManager · GitCommandManager · GitAuthHelper

    Score 4.50, fork corroboration 0.50, compared within the 3-10k star stratum. Scanned at f548e57e544e.

  159. 159

    pnoker/iot-dc3

    IoT DC3 — Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data delivery, and an MCP tool gateway so AI agents act on devices in a safe, controllable, traceable loop.

    6.5× its usual pace
    +31 stars above its own trend

    1,107 stars 235 forks Java growing 2nd day on the board RS 6.25

    Security and structure

    26 findings · 1 check pending · 2 checks not applicable

    Structure: 571 subsystems — Alert Dashboard Metrics · Agentic Session Context · Application Integration Tests

    Core: OffsetPage · EnableFlagEnum · AttributeBO

    Score 4.48, fork corroboration 0.72, compared within the 1-3k star stratum. Scanned at 7b814250199a.

  160. 160

    JustinGamer191/Holo

    4.5× its usual pace
    +39 stars above its own trend

    742 stars 82 forks Swift emerging RS 4.47

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.47, fork corroboration 1.00, compared within the 200-1k star stratum.

  161. 161

    jonaslejon/malicious-pdf

    💀 Generate malicious PDF test files for testing phone-home callbacks, SSRF, XSS, NTLM credential theft, and data exfiltration in PDF viewers, converters, and web applications. Can be used with Burp Collaborator or Interact.sh

    35.4× its usual pace
    +72 stars above its own trend

    4,287 stars 565 forks Python growing 2nd day on the board RS 5.53

    Security and structure

    7 findings · 3 checks pending · 2 checks not applicable

    Structure: 12 subsystems — Malicious PDF Generation · JS Callback PDF Generation · UNC Path PDF Generation

    Core: main() · _js_callback_pdf() · _unc_host()

    Score 4.41, fork corroboration 0.80, compared within the 3-10k star stratum. Scanned at 79eea630b9be.

  162. 162

    llm-d/llm-d

    Achieve state of the art inference performance with modern accelerators on Kubernetes

    7.1× its usual pace
    +115 stars above its own trend

    4,296 stars 721 forks Python growing RS 6.23

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.38, fork corroboration 0.70, compared within the 3-10k star stratum.

  163. 163

    Widdit/now-playing-service

    一款全能的「正在播放」歌曲展示工具。支持检测 20+ 款音乐软件的歌曲信息,内置精美歌曲组件、歌词组件、播放器,提供 API 接口。适配 OBS 等直播软件以及日常桌面使用。

    4.5× its usual pace
    +12 stars above its own trend

    840 stars 42 forks Java emerging RS 4.37

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.37, fork corroboration 1.00, compared within the 200-1k star stratum.

  164. 164

    nilbuild/slim

    Give your localhost a local or public URL

    6.4× its usual pace
    +41 stars above its own trend

    1,991 stars 130 forks Go growing RS 4.34

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.34, fork corroboration 1.00, compared within the 1-3k star stratum.

  165. 165

    flyteorg/flyte

    Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

    9.3× its usual pace
    +45 stars above its own trend

    7,294 stars 879 forks Go growing RS 8.68

    Security and structure

    224 findings · 1 check pending · 1 check not applicable

    Structure: 2,575 subsystems — Task IO Mocks · Go Task IO Mocks · Task Error Handling

    Core: DataReference · Result · Errorf()

    Score 4.34, fork corroboration 0.50, compared within the 3-10k star stratum. Scanned at daaef897cdec.

  166. 166

    abhigyanpatwari/GitNexus

    GitNexus: The Zero-Server Code Intelligence Engine

    5.5× its usual pace
    +234 stars above its own trend

    46,080 stars 5,091 forks TypeScript established RS 4.33

    Security and structure

    573 findings · 1 check pending · 1 check not applicable

    Structure: 2,400 subsystems — Local Embedding Backend · Spring Auto-Configuration · Embedding Server Commands

    Core: SyntaxNode · runPipelineFromRepo() · TraversalResult

    Score 4.33, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 3c2b14aff597.

  167. 167

    huggingface/agents-course

    This repository contains the Hugging Face Agents Course.

    4.6× its usual pace
    +215 stars above its own trend

    31,670 stars 2,257 forks MDX established RS 4.33

    Security and structure

    63 findings · 1 check pending · 2 checks not applicable

    Structure: not yet mapped — queued

    Score 4.33, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at b3946b1d09d2.

  168. 168

    ed-donner/llm_engineering

    Repo to accompany my mastering LLM engineering course

    4.2× its usual pace
    +50 stars above its own trend

    7,222 stars 7,018 forks Jupyter Notebook growing RS 6.80

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.31, fork corroboration 0.63, compared within the 3-10k star stratum.

  169. 169

    donlon/cloudflare-error-page

    ✅Browser ❌Cloudflare ✅Host — Generator for customized Cloudflare error pages. (unofficial)

    10.0× its usual pace
    +34 stars above its own trend

    5,628 stars 281 forks HTML growing 2nd day on the board RS 4.12

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.12, fork corroboration 1.00, compared within the 3-10k star stratum.

  170. 170

    imputnet/cobalt

    best way to save what you love

    4.9× its usual pace
    +100 stars above its own trend

    42,394 stars 3,672 forks Svelte established RS 4.09

    Security and structure

    112 findings · 1 check pending · 1 check not applicable

    Structure: 164 subsystems — Video and Audio Processing · Cookie Management · Backend Dependencies

    Core: env · runAPI() · createStream()

    Score 4.09, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at a636575b09de.

  171. 171

    Manavarya09/design-extract

    Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

    8.5× its usual pace
    +244 stars above its own trend

    3,955 stars 340 forks HTML growing 2nd day on the board RS 5.63

    • limited history
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.06, fork corroboration 0.72, compared within the 3-10k star stratum.

  172. 172

    fooyin/fooyin

    A customisable music player

    5.3× its usual pace
    +33 stars above its own trend

    2,288 stars 97 forks C++ growing RS 4.04

    Security and structure

    79 findings · 1 check pending · 4 checks not applicable

    Structure: 1,017 subsystems — Library and Network Services · Tree View Painting · String Collator and Models

    Core: SettingsManager() · QObject() · AudioFormat()

    Score 4.04, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 591994eb24ba.

  173. 173

    hyperknot/openfreemap

    Free and open-source map hosting solution with custom styles for websites and apps, using OpenStreetMap data

    4.4× its usual pace
    +28 stars above its own trend

    5,875 stars 182 forks Python growing 2nd day on the board RS 3.98

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.98, fork corroboration 1.00, compared within the 3-10k star stratum.

  174. 174

    calesthio/OpenMontage

    World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.

    5.2× its usual pace
    +1,784 stars above its own trend

    53,081 stars 6,620 forks Python established 2nd day on the board RS 4.82

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.97, fork corroboration 0.82, compared within the 30k+ star stratum.

  175. 175

    margelo/react-native-nitro-fetch

    A super-fast network fetching library for React Native with prefetching support

    31.2× its usual pace
    +21 stars above its own trend

    978 stars 46 forks C++ emerging 2nd day on the board RS 3.97

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.97, fork corroboration 1.00, compared within the 200-1k star stratum.

  176. 176

    olalie/tapmap

    Watch your computer connect across the internet in real time. Discover the world behind your apps.

    13.2× its usual pace
    +39 stars above its own trend

    1,349 stars 83 forks Python growing RS 6.05

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.94, fork corroboration 0.65, compared within the 1-3k star stratum.

  177. 177

    asciimoo/hister

    Your own search engine

    4.4× its usual pace
    +96 stars above its own trend

    3,178 stars 144 forks Go growing 2nd day on the board RS 3.95

    Security and structure

    72 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 3.93, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at 28ed5aa69c2c.

  178. 178

    ulab-uiuc/LLMRouter

    LLMRouter: An Open-Source Library for LLM Routing

    4.0× its usual pace
    +53 stars above its own trend

    2,614 stars 272 forks Python growing RS 3.93

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.93, fork corroboration 1.00, compared within the 1-3k star stratum.

  179. 179

    YGYOOO/WorldX

    One sentence creates an AI-driven world — generate maps, characters, and watch stories emerge on their own. 一句话生成一个AI自主驱动的世界.

    5.1× its usual pace
    +25 stars above its own trend

    1,414 stars 232 forks TypeScript growing 2nd day on the board RS 3.89

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.89, fork corroboration 1.00, compared within the 1-3k star stratum.

  180. 180

    benjitaylor/agentation

    The visual feedback tool for agents.

    11.0× its usual pace
    +97 stars above its own trend

    4,543 stars 371 forks TypeScript growing 2nd day on the board RS 3.88

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.88, fork corroboration 1.00, compared within the 3-10k star stratum.

  181. 181

    shridarpatil/whatomate

    Whatomate is an open-source WhatsApp integration

    10.4× its usual pace
    +25 stars above its own trend

    1,478 stars 355 forks Go growing RS 5.96

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.87, fork corroboration 0.65, compared within the 1-3k star stratum.

  182. 182

    htdt/godogen

    Autonomous game development for Godot, Bevy, and Babylon.js with Claude Code and Codex

    5.9× its usual pace
    +162 stars above its own trend

    6,475 stars 599 forks Python growing 2nd day on the board RS 3.86

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.86, fork corroboration 1.00, compared within the 3-10k star stratum.

  183. 183

    clshortfuse/renodx

    Renovation Engine for DirectX Games

    5.0× its usual pace
    +20 stars above its own trend

    1,658 stars 117 forks HLSL growing RS 4.41

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.85, fork corroboration 0.87, compared within the 1-3k star stratum.

  184. 184

    drmingler/docling-api

    Easily deployable and scalable backend server that efficiently converts various document formats (pdf, docx, pptx, html, images, etc) into Markdown. With support for both CPU and GPU processing, it is Ideal for large-scale workflows, it offers text/table extraction, OCR, and batch processing with sync/async endpoints.

    59.3× its usual pace
    +56 stars above its own trend

    1,614 stars 394 forks Python growing RS 7.64

    • not confirmed by forks
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.82, fork corroboration 0.50, compared within the 1-3k star stratum.

  185. 185

    vava-nessa/free-coding-models

    Find, benchmark and install in CLI 170+ FREE coding LLM models across 15+ providers in real time

    4.5× its usual pace
    +24 stars above its own trend

    2,374 stars 263 forks HTML growing 2nd day on the board RS 3.81

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.81, fork corroboration 1.00, compared within the 1-3k star stratum.

  186. 186

    iv-org/invidious

    Invidious is an alternative front-end to YouTube

    5.8× its usual pace
    +99 stars above its own trend

    22,938 stars 2,608 forks Crystal established 2nd day on the board RS 3.78

    Security and structure

    51 findings · 1 check pending · 4 checks not applicable

    Structure: 34 subsystems — Video Player Controls · Video Annotation Renderer · Video Annotation Parser

    Core: AnnotationRenderer · AnnotationParser · main()

    Score 3.78, fork corroboration 1.00, compared within the 10-30k star stratum. Scanned at c88230067b7a.

  187. 187

    oxylabs/dedicated-isp-proxies

    Technical overview of dedicated proxies and dedicated ISP proxies, covering features, setup, and use cases for reliable web scraping and automation.

    5.2× its usual pace
    +23 stars above its own trend

    945 stars 1 forks emerging 2nd day on the board RS 4.75

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.78, fork corroboration 0.80, compared within the 200-1k star stratum.

  188. 188

    SlimeBoyOwO/LingChat

    Immersive AI-driven Galgame chat with emotional expressions, desktop pet, scheduling, and interactive story modules. / 一款沉浸式 AI-Galgame 聊天软件,附带桌宠,日程,剧情功能

    3.7× its usual pace
    +45 stars above its own trend

    1,962 stars 117 forks Rust growing 2nd day on the board RS 3.76

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.76, fork corroboration 1.00, compared within the 1-3k star stratum.

  189. 189

    directus/directus

    The flexible backend for all your projects 🐰 Turn your DB into a headless CMS, admin panels, or apps with a custom UI, instant APIs, auth & more.

    5.0× its usual pace
    +89 stars above its own trend

    37,653 stars 4,913 forks TypeScript established 2nd day on the board RS 3.89

    Security and structure

    220 findings · 1 check pending · 1 check not applicable

    Structure: 761 subsystems — AI Prompt Modal · Authentication Drivers · Database Schema Tools

    Core: useLogger() · throwIfEmpty() · unexpectedError()

    Score 3.74, fork corroboration 0.96, compared within the 30k+ star stratum. Scanned at d52fd4b29ecd.

  190. 190

    Untrivial-ai/agent-orchestrator

    Run and supervise teams of coding agents from planning to merge. Any harness (Claude code, codex, +25 more). Desktop, web, mobile, and cloud agents.

    4.7× its usual pace
    +191 stars above its own trend

    10,204 stars 1,438 forks Go established RS 5.28

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.68, fork corroboration 0.70, compared within the 10-30k star stratum.

  191. 191

    threerocks/hand-drawn-styles

    Claude Code skill:把内容套进内置手绘画风配方,产出可直接复制的生图提示词。内置儿童涂色/极简线条/蜡笔童涂/吉卜力/小豆人涂鸦 5 种已验证画风。

    9.3× its usual pace
    +117 stars above its own trend

    1,018 stars 120 forks Python growing 2nd day on the board RS 3.68

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.68, fork corroboration 1.00, compared within the 1-3k star stratum.

  192. 192

    LeanBitLab/LeanType

    LeanType is an Open-source keyboard, fork of HeliBoard with additional features and customisation

    4.5× its usual pace
    +22 stars above its own trend

    754 stars 46 forks Kotlin emerging RS 3.67

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.67, fork corroboration 1.00, compared within the 200-1k star stratum.

  193. 193

    anthropics/claude-plugins-official

    Official, Anthropic-managed directory of high quality Claude Code Plugins.

    8.6× its usual pace
    +559 stars above its own trend

    34,914 stars 3,928 forks Python established 2nd day on the board RS 5.32

    Security and structure

    512 findings · 1 check pending · 1 check not applicable

    Structure: 97 subsystems — Scan Chain State · Mathematical Variables · Report Path Validation

    Core: $ · debug_log() · is_map()

    Score 3.66, fork corroboration 0.69, compared within the 30k+ star stratum. Scanned at 1dd995193ba2.

  194. 194

    78/xiaozhi-esp32

    An MCP-based chatbot | 一个基于MCP的聊天机器人

    4.6× its usual pace
    +147 stars above its own trend

    29,366 stars 6,786 forks C++ established RS 5.01

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.65, fork corroboration 0.73, compared within the 10-30k star stratum.

  195. 195

    wafer-ai/gpu-perf-engineering-resources

    A curated resource list for learning AI performance engineering, from GPU fundamentals to production inference.

    7.5× its usual pace
    +80 stars above its own trend

    2,163 stars 239 forks Python growing 2nd day on the board RS 4.77

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.64, fork corroboration 0.76, compared within the 1-3k star stratum.

  196. 196

    mosaico-labs/mosaico

    Mosaico - The data platform for Physical AI

    5.8× its usual pace
    +13 stars above its own trend

    967 stars 63 forks Python emerging RS 5.66

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.63, fork corroboration 0.64, compared within the 200-1k star stratum.

  197. 197

    vllm-project/semantic-router

    A programmable Mixture-of-Models router for heterogeneous LLM inference

    3.8× its usual pace
    +50 stars above its own trend

    5,378 stars 849 forks Go growing RS 3.61

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.61, fork corroboration 1.00, compared within the 3-10k star stratum.

  198. 198

    QwenLM/FlashQLA

    high-performance linear attention kernel library built on TileLang

    4.5× its usual pace
    +10 stars above its own trend

    666 stars 69 forks Python emerging RS 3.61

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.61, fork corroboration 1.00, compared within the 200-1k star stratum.

  199. 199

    Lake1059/FFmpegFreeUI

    3FUI 是 ffmpeg 在 Windows 上的轻度专业交互外壳,收录大量参数,界面美观,交互友好。此项目面向国内使用环境,让普通人也能够轻松压制视频和转换格式。

    4.4× its usual pace
    +59 stars above its own trend

    8,067 stars 474 forks Visual Basic .NET growing 2nd day on the board RS 3.57

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.57, fork corroboration 1.00, compared within the 3-10k star stratum.

  200. 200

    grimmory-tools/grimmory

    A self-hosted library for your ebooks, comics, and audiobooks

    2.8× its usual pace
    +33 stars above its own trend

    4,119 stars 307 forks Java growing RS 3.55

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.55, fork corroboration 1.00, compared within the 3-10k star stratum.

  201. 201

    cachix/devenv

    Fast, Declarative, Reproducible, and Composable Developer Environments using Nix

    5.8× its usual pace
    +42 stars above its own trend

    7,441 stars 550 forks Rust growing 2nd day on the board RS 6.04

    Security and structure

    581 findings · 1 check pending · 1 check not applicable

    Structure: 505 subsystems — DEC Mode Parser · External Process Manager · Nix Evaluation Tracing

    Core: Devenv · ActivityModel · ActivityEvent

    Score 3.53, fork corroboration 0.58, compared within the 3-10k star stratum. Scanned at f7591a021602.

  202. 202

    zanwei/design-dna

    Turn reference UIs (images, screenshots, URLs) into quantified Design DNA JSON—tokens, qualitative style, visual effects—then generate matching UI from your content.

    3.1× its usual pace
    +32 stars above its own trend

    1,554 stars 86 forks JavaScript growing RS 3.45

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.45, fork corroboration 1.00, compared within the 1-3k star stratum.

  203. 203

    jasonjmcghee/WebMCP

    Early WebMCP proposal / implementation - since evolved and worked on by much more capable folks that develop the web: https://github.com/webmachinelearning/webmcp

    12.9× its usual pace
    +18 stars above its own trend

    774 stars 51 forks JavaScript emerging 2nd day on the board RS 3.99

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.44, fork corroboration 0.86, compared within the 200-1k star stratum.

  204. 204

    ssnangua/ColorTxt

    「彩读 3.0 书源 × AI+」——一款会给内容上色的本地 TXT 小说阅读器,带给你不一样的阅读体验!(也支持打开常见的电子书格式,如 .epub)。还有章节识别、简繁互转、划线标注、记笔记、词典、翻译、多角色语音朗读、AI 阅读助手、书源找书等功能。支持 macOS、Windows 和 Linux。

    3.5× its usual pace
    +73 stars above its own trend

    1,476 stars 86 forks TypeScript growing RS 3.34

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.34, fork corroboration 1.00, compared within the 1-3k star stratum.

  205. 205

    PDFMathTranslate/PDFMathTranslate

    [EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译,支持 Google/DeepL/Ollama/OpenAI 等服务,提供 CLI/GUI/MCP/Docker/Zotero

    3.1× its usual pace
    +58 stars above its own trend

    36,449 stars 3,253 forks Python established RS 3.33

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.33, fork corroboration 1.00, compared within the 30k+ star stratum.

  206. 206

    sudoevolve/EUI-NEO

    EUI-NEO is a cross-platform, high-performance, low-overhead C++17 GPUI framework

    13.0× its usual pace
    +56 stars above its own trend

    1,777 stars 161 forks C++ growing RS 6.65

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.32, fork corroboration 0.50, compared within the 1-3k star stratum.

  207. 207

    bagisto/nextjs-commerce

    Open source headless commerce that’s fast, flexible, and built to scale,launch stunning storefronts that convert and grow your business without limits.

    7.4× its usual pace
    +26 stars above its own trend

    6,306 stars 113 forks TypeScript growing 2nd day on the board RS 3.39

    Security and structure

    no findings · 1 check pending · 3 checks not applicable

    Structure: 116 subsystems — Layout and Cart UI · Auth and Root Layout · Customer Data Queries

    Core: useCustomToast() · useAppSelector · MobileNavHeader()

    Score 3.31, fork corroboration 0.98, compared within the 3-10k star stratum. Scanned at 6cd5acdf7ae1.

  208. 208

    ajeetdsouza/zoxide

    A smarter cd command. Supports all major shells.

    3.2× its usual pace
    +68 stars above its own trend

    38,984 stars 880 forks Rust established 2nd day on the board RS 3.27

    Security and structure

    40 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 3.27, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 09a18b4424b3.

  209. 209

    bjarneo/cliamp

    cliamp - Terminal music player inspired by winamp

    4.0× its usual pace
    +60 stars above its own trend

    3,817 stars 226 forks Go growing RS 3.27

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.27, fork corroboration 1.00, compared within the 3-10k star stratum.

  210. 210

    abhinavxd/libredesk

    Open-source, self-hosted customer support desk in a single binary. A lightweight alternative to Intercom, Zendesk, Chatwoot.

    4.7× its usual pace
    +28 stars above its own trend

    2,845 stars 246 forks Go growing RS 5.07

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.23, fork corroboration 0.64, compared within the 1-3k star stratum.

  211. 211

    agalwood/Motrix

    A full-featured download manager.

    3.9× its usual pace
    +120 stars above its own trend

    54,753 stars 5,004 forks TypeScript established RS 3.22

    Security and structure

    372 findings · 1 check pending · 1 check not applicable

    Structure: 491 subsystems — API Throttling and RPC · Cryptography and Encoding · Download Task Management

    Core: cn() · DownloadTask · TaskStatus

    Score 3.22, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at c53603f5478b.

  212. 212

    ZeroLu/awesome-gpt-image

    A curated collection of the best GPT Image 2 and GPT Image 2.5 prompts and examples. The prompts come from top creators on X.

    4.9× its usual pace
    +22 stars above its own trend

    2,086 stars 185 forks Python growing 2nd day on the board RS 4.18

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.18, fork corroboration 0.76, compared within the 1-3k star stratum.

  213. 213

    Agenta-AI/agenta

    Agenta is a workspace where you and your team build agents and automations.

    3.6× its usual pace
    +27 stars above its own trend

    4,580 stars 647 forks TypeScript growing RS 3.59

    Security and structure

    688 findings · 1 check pending · 1 check not applicable

    Structure: 2,198 subsystems — API Request Schemas · Chat UI Components · Drill-In View State

    Core: UniversalBaseModel · ApiError · parse_obj_as()

    Score 3.18, fork corroboration 0.89, compared within the 3-10k star stratum. Scanned at e502a0126b3f.

  214. 214

    systemdesign42/system-design-academy

    If you want to become good at AI engineering & system design, join this newsletter 👇

    4.9× its usual pace
    +78 stars above its own trend

    27,968 stars 3,628 forks established RS 3.17

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.16, fork corroboration 1.00, compared within the 10-30k star stratum.

  215. 215

    weirdmachine64/GhidraGPT

    Integrate LLM models directly into Ghidra for AI-enhanced reverse engineering.

    7.6× its usual pace
    +44 stars above its own trend

    746 stars 139 forks Java emerging 2nd day on the board RS 3.14

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.14, fork corroboration 1.00, compared within the 200-1k star stratum.

  216. 216

    openfoodfacts/openfoodfacts-server

    Open Food Facts database, API server and web interface - 🐪🦋 Perl, CSS and JS coders welcome 😊 For helping in Python, see Robotoff or taxonomy-editor

    26.0× its usual pace
    +32 stars above its own trend

    1,146 stars 653 forks HTML growing 2nd day on the board RS 3.86

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.13, fork corroboration 0.81, compared within the 1-3k star stratum.

  217. 217

    linshenkx/prompt-optimizer

    An AI prompt optimizer for writing better prompts and getting better AI results.

    3.2× its usual pace
    +83 stars above its own trend

    33,506 stars 3,932 forks TypeScript established RS 3.10

    Security and structure

    229 findings · 1 check pending · 2 checks not applicable

    Structure: 451 subsystems — Text-to-Image Workspace · Multi-Image Workspace · Image-to-Image Workspace

    Core: Template · EvaluationService · Message

    Score 3.11, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 3e677b1d9f7e.

  218. 218

    everywall/ladder

    Selfhosted alternative to 12ft.io. and 1ft.io. Proxy to remove CORS headers and modify HTML

    4.0× its usual pace
    +22 stars above its own trend

    8,904 stars 517 forks Go growing 2nd day on the board RS 3.35

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.06, fork corroboration 0.92, compared within the 3-10k star stratum.

  219. 219

    AnnaSuSu/TechSpar

    一个持续进化的面试训练系统。在线体验地址:https://techspar.cn

    6.1× its usual pace
    +28 stars above its own trend

    1,044 stars 124 forks TypeScript growing RS 6.09

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.05, fork corroboration 0.50, compared within the 1-3k star stratum.

  220. 220

    THU-MAIC/OpenMAIC

    Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

    6.6× its usual pace
    +199 stars above its own trend

    21,167 stars 4,181 forks TypeScript established RS 4.73

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.01, fork corroboration 0.64, compared within the 10-30k star stratum.

  221. 221

    rexglue/rexglue-sdk

    Xbox 360 Recompilation Runtime and Toolkit

    4.3× its usual pace
    +12 stars above its own trend

    811 stars 103 forks C emerging RS 3.00

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.00, fork corroboration 1.00, compared within the 200-1k star stratum.

  222. 222

    open-slide/open-slide

    A slide framework built for agents.

    6.2× its usual pace
    +168 stars above its own trend

    7,239 stars 513 forks TypeScript growing 2nd day on the board RS 3.50

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.95, fork corroboration 0.84, compared within the 3-10k star stratum.

  223. 223

    Pipelex/pipelex

    Build AI methods with your coding agent, then run them anywhere: as an MCP for chatbots, as a webapp for people, or via API for your software.

    32.5× its usual pace
    +35 stars above its own trend

    849 stars 76 forks Python emerging 2nd day on the board RS 3.24

    Security and structure

    261 findings · 1 check pending

    Structure: not yet mapped — queued

    Score 2.89, fork corroboration 0.89, compared within the 200-1k star stratum. Scanned at 4c2b7fb61e6c.

  224. 224

    Owl-Listener/designer-skills

    Designer Skills Collection: agentic skills, commands, and plugins for design — from research to systems, UI, interaction, and delivery.

    3.6× its usual pace
    +41 stars above its own trend

    2,370 stars 351 forks Markdown growing 2nd day on the board RS 4.53

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.85, fork corroboration 0.63, compared within the 1-3k star stratum.

  225. 225

    Stremio/stremio-web

    Stremio - Freedom to Stream

    20.4× its usual pace
    +125 stars above its own trend

    12,820 stars 1,475 forks JavaScript established RS 5.42

    Security and structure

    95 findings · 1 check pending · 2 checks not applicable

    Structure: 267 subsystems — Audio and Subtitle Menus · PWA and Service Worker Updates · Form and Search Components

    Core: useCore() · Button · useModelState

    Score 2.80, fork corroboration 0.52, compared within the 10-30k star stratum. Scanned at fb0a33a75e5a.

  226. 226

    awarexone/Agentic-Bug-Hunter

    AI-powered bug bounty hunting toolkit that works with or without subscription.

    4.4× its usual pace
    +53 stars above its own trend

    4,529 stars 811 forks Python growing RS 3.16

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.74, fork corroboration 0.87, compared within the 3-10k star stratum.

  227. 227

    ComposioHQ/awesome-claude-skills

    A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

    4.2× its usual pace
    +361 stars above its own trend

    73,797 stars 8,454 forks Python established RS 4.88

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.72, fork corroboration 0.56, compared within the 30k+ star stratum.

  228. 228

    oxylabs/how-to-scrape-google-scholar

    A guide for extracting titles, authors, and citations from Google Scholar using Python and Oxylabs SERP Scraper API.

    5.3× its usual pace
    +27 stars above its own trend

    1,996 stars 8 forks Python growing 2nd day on the board RS 3.36

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.70, fork corroboration 0.80, compared within the 1-3k star stratum.

  229. 229

    GyulyVGC/sniffnet

    Comfortably monitor your network traffic 🕵️‍♂️

    7.7× its usual pace
    +168 stars above its own trend

    40,921 stars 1,954 forks Rust established 2nd day on the board RS 3.77

    Security and structure

    56 findings · 1 check pending · 1 check not applicable

    Structure: 136 subsystems — Notification UI Components · Filter UI Components · IPFIX Collector State

    Core: Message · Language · Sniffer

    Score 2.68, fork corroboration 0.71, compared within the 30k+ star stratum. Scanned at b235b9e7d318.

  230. 230

    sngyai/Sequoia-X

    A股自动选股系统 — 多种技术形态自动扫描,收盘后自动运行并推送飞书

    3.5× its usual pace
    +39 stars above its own trend

    5,568 stars 1,191 forks Python growing 2nd day on the board RS 3.01

    Security and structure

    9 findings · 1 check pending · 2 checks not applicable

    Structure: 21 subsystems — Application Entry and Logging · Configuration Management · Market Data Engine

    Core: Settings · BaseStrategy · DataEngine

    Score 2.65, fork corroboration 0.88, compared within the 3-10k star stratum. Scanned at 444c0db69ff3.

  231. 231

    SanshruthR/CCTV_YOLO

    Fast Real-time Object Detection with High-Res Output https://x.com/_akhaliq/status/1840213012818329826 https://x.com/githubprojects/status/1891370506537910724 https://www.threads.net/@githubprojects/post/DGKdoE4zdUX

    69.0× its usual pace
    +25 stars above its own trend

    684 stars 63 forks Python emerging 2nd day on the board RS 3.62

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.53, fork corroboration 0.70, compared within the 200-1k star stratum.

  232. 232

    Paramchoudhary/ResumeSkills

    A collection of AI agent skills focused on resume optimization, job applications, and career development. Built for job seekers, career changers, and professionals who want Claude Code to help with resume writing, ATS optimization, interview prep, and strategic job search.

    2.8× its usual pace
    +59 stars above its own trend

    1,958 stars 164 forks growing 2nd day on the board RS 5.05

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.52, fork corroboration 0.50, compared within the 1-3k star stratum.

  233. 233

    valeman/Awesome_Math_Books

    6.1× its usual pace
    +28 stars above its own trend

    7,053 stars 652 forks growing RS 4.80

    Security and structure

    not yet scanned — queued

    Structure: no code to map — curated list / documentation repository

    Score 2.40, fork corroboration 0.50, compared within the 3-10k star stratum.

  234. 234

    TabularisDB/tabularis

    Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

    7.1× its usual pace
    +95 stars above its own trend

    4,324 stars 286 forks TypeScript growing RS 3.81

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 1.98, fork corroboration 0.52, compared within the 3-10k star stratum.

  235. 235

    PostHog/posthog

    :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.

    3.1× its usual pace
    +125 stars above its own trend

    39,398 stars 3,305 forks Python established 3rd day on the board RS 3.02

    Security and structure

    2118 findings · 1 check pending

    Structure: not yet mapped — queued

    Score 1.92, fork corroboration 0.64, compared within the 30k+ star stratum. Scanned at a030dfc0290f.

  236. 236

    Vanilagy/mediabunny

    Pure TypeScript media toolkit for reading, writing, and converting video and audio files, directly in the browser.

    5.1× its usual pace
    +46 stars above its own trend

    7,051 stars 292 forks TypeScript growing 2nd day on the board RS 3.83

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 1.91, fork corroboration 0.50, compared within the 3-10k star stratum.

  237. 237

    lightseekorg/tokenspeed

    TokenSpeed is a speed-of-light LLM inference engine.

    3.7× its usual pace
    +33 stars above its own trend

    2,027 stars 260 forks Python growing 2nd day on the board RS 3.16

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 1.83, fork corroboration 0.58, compared within the 1-3k star stratum.

  238. 238

    v12-security/pocs

    poc it like it's hot

    5.6× its usual pace
    +12 stars above its own trend

    960 stars 144 forks C emerging RS 3.53

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 1.77, fork corroboration 0.50, compared within the 200-1k star stratum.

  239. 239

    Hamed233/Cybersecurity-Mastery-Roadmap

    A comprehensive, step-by-step guide to mastering cybersecurity from beginner to expert level with curated resources, tools, and career guidance

    3.5× its usual pace
    +31 stars above its own trend

    3,407 stars 474 forks growing RS 3.27

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 1.64, fork corroboration 0.50, compared within the 3-10k star stratum.

  240. 240

    duanyytop/agents-radar

    Daily AI ecosystem digest from 10 sources (GitHub, ArXiv, HN, HuggingFace, Product Hunt, Dev.to, Lobste.rs). Bilingual ZH/EN reports via GitHub Actions.

    4.6× its usual pace
    +12 stars above its own trend

    992 stars 183 forks TypeScript emerging RS 3.26

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 1.63, fork corroboration 0.50, compared within the 200-1k star stratum.

  241. 241

    lemonade-sdk/lemonade

    Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

    3.5× its usual pace
    +38 stars above its own trend

    5,515 stars 480 forks C++ growing RS 3.03

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 1.51, fork corroboration 0.50, compared within the 3-10k star stratum.

  242. 242

    agentscope-ai/agentscope

    Build and run agents you can see, understand and trust.

    3.0× its usual pace
    +158 stars above its own trend

    29,924 stars 3,416 forks Python established 2nd day on the board RS 3.01

    • not confirmed by forks
    Security and structure

    117 findings · 1 check pending · 1 check not applicable

    Structure: 427 subsystems — Content Block Rendering · API Request Schemas · Session Inbox Management

    Core: TextBlock · AnyString · Msg

    Score 1.50, fork corroboration 0.50, compared within the 10-30k star stratum. Scanned at 10eaaac26910.

Weekly 0 repositories

No repository yet clears the weekly board's bar of 112 valid nightly observations — this board fills as data accrues.

Monthly 0 repositories

Every star range was held that night: the crawl behind this board was incomplete, so publishing would be a guess.200-1k: 0/203869 on 2026-07-31; 1-3k: 0/42184 on 2026-07-31; 3-10k: 0/16010 on 2026-07-31; 10-30k: 0/4287 on 2026-07-31; 30k+: 0/1151 on 2026-07-31

Every star range was held that night — the crawl behind this board was incomplete, so publishing would be a guess.