Rising Repos

Repositories gaining stars faster than their own history predicts.

Boards for published

  1. Friday 24 July 2026: no boards
  2. Saturday 25 July 2026: no boards
  3. Sunday 26 July 2026: no boards
  4. Monday 27 July 2026: no boards
  5. Tuesday 28 July 2026: no boards
  6. Wednesday 29 July 2026: no boards
  7. Thursday 30 July 2026: no boards
  8. Friday 31 July 2026: no boards
  9. Saturday 1 August 2026: no boards
  10. Sunday 2 August 2026: no boards
  11. Monday 3 August 2026: no boards
  12. Tuesday 4 August 2026: no boards
  13. Wednesday 5 August 2026: no boards
  14. Thursday 6 August 2026: no boards
  15. Friday 7 August 2026: no boards
  16. Saturday 8 August 2026: no boards
  17. Sunday 9 August 2026: no boards
  18. Monday 10 August 2026: no boards
  19. Tuesday 11 August 2026: no boards
  20. Wednesday 12 August 2026: no boards
  21. Thursday 13 August 2026: no boards
  22. Friday 14 August 2026: no boards
  23. Saturday 15 August 2026: no boards
  24. Sunday 16 August 2026: no boards
  25. Monday 17 August 2026: no boards
  26. 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
  27. 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)
  28. 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
  29. 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
  30. 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

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

Daily 122 repositories

Part of this board's lookback comes from a backfilled day at about 98 % coverage, so its trends rest on slightly thinner history than usual.

  1. 1

    microsoft/kernel-memory

    Research project. A Memory solution for users, teams, and applications.

    >100× its usual pace
    +48 stars above its own trend

    2,232 stars 413 forks C# growing RS 300.00

    Security and structure

    59 findings · 1 check pending · 2 checks not applicable

    Structure: 435 subsystems — Kernel Memory Core Libraries · Kernel Memory Core Handlers · Search Index Interfaces

    Core: Microsoft.KernelMemory · net8.0 · Microsoft.KernelMemory.Diagnostics

    Score 9.00+, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 8fc4e16f3125.

  2. 2

    func25/go-practical-tips

    Go Practical Tips

    50.6× its usual pace
    +17 stars above its own trend

    766 stars 55 forks emerging 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.

  3. 3

    vbuch/node-signpdf

    Simple signing of PDFs in node.

    42.9× its usual pace
    +17 stars above its own trend

    932 stars 212 forks JavaScript emerging RS 300.00

    Security and structure

    119 findings · 1 check pending · 2 checks not applicable

    Structure: 69 subsystems — PDF Signing Helpers · PDF Buffer Manipulation · Examples Package Configuration

    Core: keywords · keywords · keywords

    Score 9.00+, fork corroboration 1.00, compared within the 200-1k star stratum. Scanned at ed3a144cafe8.

  4. 4

    datawan-labs/pg

    In Browser PostgreSQL Playground, no server, just client and pglite (postgresql wasm)

    >100× its usual pace
    +47 stars above its own trend

    775 stars 43 forks TypeScript emerging RS 300.00

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.90, compared within the 200-1k star stratum.

  5. 5

    neur0map/glazepkg

    See all your installed packages in one place. (Official package manage for RyokuArch)

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

    604 stars 27 forks Go emerging RS 300.00

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.83, compared within the 200-1k star stratum.

  6. 6

    furkan/dockerlings

    learn docker in your terminal, with bite sized exercises

    >100× its usual pace
    +82 stars above its own trend

    1,000 stars 70 forks Shell emerging RS 300.00

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

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

  7. 7

    ahmetb/go-linq

    .NET LINQ capabilities in Go

    >100× its usual pace
    +29 stars above its own trend

    3,691 stars 226 forks Go growing RS 300.00

    Security and structure

    5 findings · 1 check pending · 1 check not applicable

    Structure: 49 subsystems — Aggregation and Range Queries · Query Modification Operations · Map Queries and Results

    Core: FromSlice() · testQueryIteration() · toSlice()

    Score 9.00+, fork corroboration 0.59, compared within the 3-10k star stratum. Scanned at 6ebc43b7c971.

  8. 8

    holepunchto/bare

    Small and modular JavaScript runtime for desktop and mobile

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

    1,212 stars 31 forks C growing RS 300.00

    Security and structure

    14 findings · 1 check pending · 2 checks not applicable

    Structure: 144 subsystems — Module Lifecycle C API · Runtime and Addon Management · Core Bare Modules

    Core: bare_setup() · bare_teardown() · bare_load()

    Score 9.00+, fork corroboration 0.59, compared within the 1-3k star stratum. Scanned at 205b2c9f71ce.

  9. 9

    holepunchto/hypercore

    Hypercore is a secure, distributed append-only log.

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

    2,894 stars 209 forks JavaScript growing RS 300.00

    Security and structure

    11 findings · 1 check pending · 3 checks not applicable

    Structure: 92 subsystems — Peer Request Handling · Session State Management · Core Storage and Sessions

    Core: Hypercore · Peer · SessionState

    Score 9.00+, fork corroboration 0.53, compared within the 1-3k star stratum. Scanned at 237e8dc67a78.

  10. 10

    FrondEnt/PolymarketBTC15mAssistant

    Real-time Polymarket BTC 15m trading assistant for every trader! created by @krajekis

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

    855 stars 339 forks JavaScript emerging 2nd day on the board RS 24.22

    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.

  11. 11

    fynnfluegge/agtx

    🏄🏼‍♂️ The blackboard for coding agents - agentic development environment for claude code, codex, cursor, opencode, grok and more.

    25.9× its usual pace
    +102 stars above its own trend

    1,387 stars 125 forks Rust growing 2nd day on the board RS 19.68

    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.

  12. 12

    juanceresa/sift-kg

    Turn any collection of documents into a knowledge graph. Extract entities and relationships via LLM, deduplicate with your approval. Map domains, find hidden connections, spot patterns across documents — knowledge that persists and compounds, for you and your AI agents. All from the CLI.

    25.7× its usual pace
    +40 stars above its own trend

    776 stars 70 forks Python emerging 2nd day on the board RS 18.52

    • 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.

  13. 13

    Ramakm/ai-hands-on

    A group of notebooks and other files which can help you learn AI from scratch.

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

    1,397 stars 291 forks Jupyter Notebook growing 2nd day on the board RS 15.95

    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.

  14. 14

    cassandra/home-information

    Home Information - Your home, your data, organized.

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

    788 stars 51 forks Python emerging RS 11.33

    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.

  15. 15

    paywallpro/paywall-gallery

    Top iOS app subscription paywall and onboarding gallery with screenshots, videos, pricing models, patterns, and monetization signals.

    53.2× its usual pace
    +64 stars above its own trend

    647 stars 112 forks emerging RS 11.33

    • fork history too short
    Security and structure

    not yet scanned — queued

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

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

  16. 16

    HKUDS/ClawWork

    "ClawWork: OpenClaw as Your AI Coworker - 💰 $15K earned in 11 Hours"

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

    8,473 stars 1,092 forks Python growing 2nd day on the board RS 11.69

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.88, compared within the 3-10k star stratum.

  17. 17

    LoredCast/filewizard

    File Converter, OCR, Transcription & TTS WebUI

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

    1,017 stars 63 forks Python growing RS 10.08

    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

    Tongyi-MAI/MAI-UI

    Qwen-UI-Agent: Towards Next-Generation Real-World Centric Foundation GUI Agent

    21.5× its usual pace
    +74 stars above its own trend

    2,154 stars 197 forks Jupyter Notebook growing 2nd day on the board RS 11.16

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

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

  19. 19

    s2-streamstore/s2

    Durable Streams API

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

    684 stars 32 forks Rust emerging RS 9.90

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 9.00+, fork corroboration 0.92, compared within the 200-1k star stratum.

  20. 20

    Gowtham-Darkseid/AutoPentestX

    AutoPentestX – Automated Pentesting & Vulnerability Reporting Tool

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

    1,494 stars 290 forks Python growing 2nd day on the board RS 8.83

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 8.83, fork corroboration 1.00, compared within the 1-3k star stratum.

  21. 21

    dockpeek/dockpeek

    Easily access your Docker container web interfaces and keep them up to date — across all your hosts.

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

    2,079 stars 108 forks JavaScript growing RS 8.55

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 8.55, fork corroboration 1.00, compared within the 1-3k star stratum.

  22. 22

    harry0703/AudioNotes

    快速提取音视频内容,整理成一份结构化的markdown笔记

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

    2,449 stars 363 forks Python growing RS 8.02

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 8.02, fork corroboration 1.00, compared within the 1-3k star stratum.

  23. 23

    ZJU-LLMs/Foundations-of-LLMs

    A book for Learning the Foundations of LLMs

    18.9× its usual pace
    +76 stars above its own trend

    16,616 stars 1,572 forks established RS 8.09

    Security and structure

    not yet scanned — queued

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

    Score 7.85, fork corroboration 0.97, compared within the 10-30k star stratum.

  24. 24

    garylab/MakeMoneyWithAI

    A list of open-source AI projects you can use to generate income easily.

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

    765 stars 127 forks Python emerging 2nd day on the board RS 7.76

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.76, fork corroboration 1.00, compared within the 200-1k star stratum.

  25. 25

    marin-community/marin

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

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

    1,332 stars 152 forks Python growing RS 7.62

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.62, fork corroboration 1.00, compared within the 1-3k star stratum.

  26. 26

    Hanqaqa/Easyduino

    Easily dive into different PCB KiCad designs of the most popular microcontroller devboards

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

    732 stars 32 forks emerging 2nd day on the board RS 7.69

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.52, fork corroboration 0.98, compared within the 200-1k star stratum.

  27. 27

    zakirkun/deep-eye

    Deep Eye orchestrates multiple AI providers (OpenAI, Claude, Grok, Gemini, OLLAMA, Groq, Mistral, OpenRouter, LiteLLM, LM Studio) for intelligent payload generation, scans targets for 45+ vulnerability types, and produces professional reports with compliance mapping.

    17.4× its usual pace
    +132 stars above its own trend

    2,119 stars 384 forks Python growing RS 7.33

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 7.33, fork corroboration 1.00, compared within the 1-3k star stratum.

  28. 28

    inference-labs-inc/JSTprove

    JSTprove - Fast, verifiable AI

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

    1,292 stars 14 forks Rust growing RS 8.60

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.94, fork corroboration 0.81, compared within the 1-3k star stratum.

  29. 29

    inference-labs-inc/dsperse

    Distributed zkML

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

    1,312 stars 13 forks Rust growing RS 8.67

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.83, fork corroboration 0.79, compared within the 1-3k star stratum.

  30. 30

    matthart1983/syswatch

    Single-host system diagnostics TUI.

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

    773 stars 32 forks Rust emerging RS 6.83

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.83, fork corroboration 1.00, compared within the 200-1k star stratum.

  31. 31

    amacneil/dbmate

    🚀 A lightweight, framework-agnostic database migration tool.

    12.1× its usual pace
    +48 stars above its own trend

    7,150 stars 365 forks Go growing RS 9.06

    Security and structure

    44 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 6.78, fork corroboration 0.75, compared within the 3-10k star stratum. Scanned at ab840aec5af5.

  32. 32

    inference-labs-inc/n-ary_notebooks

    Notebooks covering mathematical analysis of ZKP building blocks, algorithm implementations of various proof systems, and protocol optimization techniques.

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

    1,715 stars 22 forks Jupyter Notebook growing RS 8.40

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.61, fork corroboration 0.79, compared within the 1-3k star stratum.

  33. 33

    Tencent/AI-Infra-Guard

    A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

    11.2× its usual pace
    +324 stars above its own trend

    5,401 stars 514 forks Python growing RS 7.82

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.56, fork corroboration 0.84, compared within the 3-10k star stratum.

  34. 34

    dzhng/skills

    Reusable AI agent skills for software factories: explore ideas, write specs, implement, review, and run autonomous research. Works with Claude Code, Codex, and other skill-compatible agents.

    12.1× its usual pace
    +49 stars above its own trend

    726 stars 47 forks JavaScript emerging 2nd day on the board RS 6.55

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.56, fork corroboration 1.00, compared within the 200-1k star stratum.

  35. 35

    timescale/pg_textsearch

    PostgreSQL extension for BM25 relevance-ranked full-text search. Postgres OSS licensed.

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

    3,924 stars 114 forks C growing RS 7.30

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.54, fork corroboration 0.90, compared within the 3-10k star stratum.

  36. 36

    software-mansion/TypeGPU

    A modular and open-ended toolkit for WebGPU, with advanced type inference and the ability to write shaders in TypeScript

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

    3,041 stars 109 forks TypeScript growing RS 6.52

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.52, fork corroboration 1.00, compared within the 3-10k star stratum.

  37. 37

    ddean2009/MoneyPrinterPlus

    AI一键批量生成各类短视频,自动批量混剪短视频,自动把视频发布到抖音,快手,小红书,视频号上,赚钱从来没有这么容易过! 支持本地语音模型chatTTS,fasterwhisper,GPTSoVITS,支持云语音:Azure,阿里云,腾讯云。支持Stable diffusion,comfyUI直接AI生图。Generate short videos with one click using AI LLM,print money together! support:chatTTS,faster-whisper,GPTSoVITS,Azure,tencent Cloud,Ali Cloud.

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

    6,959 stars 1,229 forks Python growing RS 6.65

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.52, fork corroboration 0.98, compared within the 3-10k star stratum.

  38. 38

    OdysseusYuan/Mocreak

    Automatically downloads, installs, and deploys genuine Windows and Office with one click. This tool is completely free, ad-free, green, non-toxic, simple, efficient and safe.

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

    3,269 stars 215 forks growing RS 6.38

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.37, fork corroboration 1.00, compared within the 3-10k star stratum.

  39. 39

    AwesomeHomelab/awesome-homelab

    Curating Top Open Source Apps for Homelab Enthusiasts

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

    2,338 stars 118 forks JavaScript growing RS 6.42

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.36, fork corroboration 0.99, compared within the 1-3k star stratum.

  40. 40

    wquguru/harness-books

    📚 Two books on harness engineering — the design philosophies behind Claude Code & Codex: constraints, query loops, context governance, multi-agent verification. harness-books.agentway.dev

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

    2,861 stars 346 forks Python growing RS 6.35

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.35, fork corroboration 1.00, compared within the 1-3k star stratum.

  41. 41

    wafer-ai/gpu-perf-engineering-resources

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

    16.3× its usual pace
    +118 stars above its own trend

    1,449 stars 176 forks Python growing RS 7.08

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.33, fork corroboration 0.89, compared within the 1-3k star stratum.

  42. 42

    OpenHD/OpenHD

    OpenHD

    16.5× its usual pace
    +49 stars above its own trend

    2,640 stars 425 forks C++ growing RS 8.48

    Security and structure

    62 findings · 1 check pending · 4 checks not applicable

    Structure: 245 subsystems — MAVLink Message Logging · Wireless Link Threading · Persistent Settings Storage

    Core: WBLink · WiFiCard · CameraSettings

    Score 6.31, fork corroboration 0.74, compared within the 1-3k star stratum. Scanned at f07729b35e27.

  43. 43

    MeisnerDan/mission-control

    Open-source task management for the agentic era. The command center for solo entrepreneurs who delegate work to AI agents.

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

    870 stars 94 forks TypeScript emerging 2nd day on the board RS 6.17

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 6.17, fork corroboration 1.00, compared within the 200-1k star stratum.

  44. 44

    kaixxx/noScribe

    Cutting edge AI technology for automated audio transcription. A nice GUI for OpenAIs Whisper and pyannote (speaker identification)

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

    2,123 stars 350 forks Python growing RS 6.04

    Security and structure

    137 findings · 1 check pending · 1 check not applicable

    Structure: 29 subsystems — Job Creation and File Utils · App Initialization and Localization · Speaker Name Parsing

    Core: App · TranscriptionJob · TranscriptionQueue

    Score 6.04, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at ba3173e67fe4.

  45. 45

    marceloprates/prettymaps

    Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

    36.8× its usual pace
    +296 stars above its own trend

    13,776 stars 690 forks Python established RS 7.45

    Security and structure

    20 findings · 1 check pending · 2 checks not applicable

    Structure: 15 subsystems — GPS Track Parsing · Map Plotting Tests · Geospatial Data Fetching

    Core: Plot · get_gdf() · log_execution_time()

    Score 6.02, fork corroboration 0.81, compared within the 10-30k star stratum. Scanned at 02f85870ced8.

  46. 46

    spec-kitty/spec-kitty

    Spec-Driven Development for serious software developers. Spec Coding with with Claude, Cursor, Gemini, Codex. Kanban dashboard, git worktrees, auto-merge and more.

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

    1,556 stars 151 forks Python growing RS 5.96

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.96, fork corroboration 1.00, compared within the 1-3k star stratum.

  47. 47

    zcaceres/markdownify-mcp

    A Model Context Protocol server for converting almost anything to Markdown

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

    2,962 stars 251 forks TypeScript growing RS 5.82

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.82, fork corroboration 1.00, compared within the 1-3k star stratum.

  48. 48

    inference-labs-inc/subnet-2

    Verifiable inference on Bittensor

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

    2,425 stars 126 forks Rust growing RS 8.19

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.81, fork corroboration 0.71, compared within the 1-3k star stratum.

  49. 49

    Kodiqa-Solutions/VaultS3

    Lightweight, S3-compatible object storage server with built-in web dashboard. Single binary, low memory, encryption at rest.

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

    1,025 stars 55 forks Go growing RS 5.79

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.79, fork corroboration 1.00, compared within the 1-3k star stratum.

  50. 50

    Yujonpradhananga/Persona-Quickshell

    Persona 3 Reload Quickshell theme for Hyprland

    14.9× its usual pace
    +112 stars above its own trend

    949 stars 31 forks QML emerging RS 5.62

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.62, fork corroboration 1.00, compared within the 200-1k star stratum.

  51. 51

    komal-SkyNET/claude-skill-homeassistant

    Claude Code skill to supercharge and manage all Home Assistant workflows

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

    945 stars 53 forks emerging RS 5.61

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.61, fork corroboration 1.00, compared within the 200-1k star stratum.

  52. 52

    ln-dev7/circle

    UI - Project management interface inspired by Linear. Built with Next.js and shadcn/ui, this application allows tracking of issues, projects and teams.

    6.0× its usual pace
    +139 stars above its own trend

    3,881 stars 420 forks TypeScript growing RS 5.43

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.43, fork corroboration 1.00, compared within the 3-10k star stratum.

  53. 53

    inference-labs-inc/inference-network

    Proof of Inference - Trustless AI verification

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

    1,785 stars 30 forks Solidity growing RS 6.88

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 5.32, fork corroboration 0.77, compared within the 1-3k star stratum.

  54. 54

    Anjok07/ultimatevocalremovergui

    GUI for a Vocal Remover that uses Deep Neural Networks.

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

    25,909 stars 1,954 forks Python established RS 5.07

    Security and structure

    51 findings · 1 check pending · 3 checks not applicable

    Structure: not yet mapped — queued

    Score 5.07, fork corroboration 1.00, compared within the 10-30k star stratum. Scanned at 5517e0cf0d1a.

  55. 55

    zhouxiaoka/autoclip

    AutoClip : AI-powered video clipping and highlight generation · 一款智能高光提取与剪辑的二创工具

    10.1× its usual pace
    +226 stars above its own trend

    6,918 stars 1,348 forks Python growing RS 5.05

    Security and structure

    468 findings · 1 check pending

    Structure: not yet mapped — queued

    Score 5.05, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at d1fe99dcc679.

  56. 56

    openai/codex

    Lightweight coding agent that runs in your terminal

    6.2× its usual pace
    +3,283 stars above its own trend

    112,708 stars 17,310 forks Rust established RS 5.04

    Security and structure

    461 findings · 1 check pending · 1 check not applicable

    Structure: 2,619 subsystems — Account Notification API · Guardian Prompt Tests · Credits Schema Definition

    Core: PathBuf · Value · test_codex()

    Score 5.04, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at a7ab2d66d781.

  57. 57

    josejuanqm/docky

    Docky is a Dock replacement for macOS that elegantly replaces the system one. It brings the Dock back into reach: quieter, smarter, and native-feeling, with a configurable layout, widgets, a fullscreen Launchpad, a live window switcher, custom icons, and scripted actions.

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

    1,212 stars 67 forks Swift growing RS 4.99

    • limited history
    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.99, fork corroboration 1.00, compared within the 1-3k star stratum.

  58. 58

    kitao/pyxel

    A retro game engine for Python

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

    17,750 stars 932 forks Rust established RS 8.69

    Security and structure

    23 findings · 1 check pending · 2 checks not applicable

    Structure: 178 subsystems — MML Parsing · Audio Envelope · BGM Generation

    Core: raises_exact() · Widget · parse()

    Score 4.99, fork corroboration 0.57, compared within the 10-30k star stratum. Scanned at 50f9bd77780c.

  59. 59

    timothymiller/cloudflare-ddns

    🦀 Rust based dynamic DNS (DDNS) updater for Cloudflare

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

    4,468 stars 428 forks Rust growing RS 4.97

    Security and structure

    18 findings · 1 check pending · 1 check not applicable

    Structure: 27 subsystems — Cloudflare API Client · DNS Updater Logic · DNS Query and Detection

    Core: PP · parse_shoutrrr_url() · handle()

    Score 4.97, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at 7c6d5b43c1d4.

  60. 60

    markaren/threepp

    A cross-platform C++20 3D library with the high-level API of three.js

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

    896 stars 103 forks C++ emerging RS 4.85

    Security and structure

    66 findings · 1 check pending · 1 check not applicable

    Structure: 1,248 subsystems — Vulkan Rendering Engine · ImGui Window Management · Miniaudio Audio Buffers

    Core: string() · VulkanRenderer::Impl · EditorApp

    Score 4.85, fork corroboration 1.00, compared within the 200-1k star stratum. Scanned at e2b165ece390.

  61. 61

    microsoft/onnxruntime

    ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

    9.2× its usual pace
    +165 stars above its own trend

    21,596 stars 4,155 forks C++ established RS 7.42

    Security and structure

    976 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 4.80, fork corroboration 0.65, compared within the 10-30k star stratum. Scanned at bed64d7657e7.

  62. 62

    lklynet/aurral

    The best in open-source music discovery.

    6.8× its usual pace
    +57 stars above its own trend

    1,557 stars 66 forks JavaScript growing RS 6.45

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.79, fork corroboration 0.74, compared within the 1-3k star stratum.

  63. 63

    inference-labs-inc/zkml-blueprints

    Mathematical formulations and circuit designs for zero-knowledge proofs.

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

    1,856 stars 26 forks growing RS 6.36

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.78, fork corroboration 0.75, compared within the 1-3k star stratum.

  64. 64

    Prat011/awesome-llm-skills

    A curated list of awesome LLM and AI Agent Skills, resources and tools for customising AI Agent workflows - that works with Claude Code, Codex, Gemini CLI and your custom AI Agents

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

    1,569 stars 271 forks Python growing RS 9.25

    • not confirmed by forks
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.77, fork corroboration 0.52, compared within the 1-3k star stratum.

  65. 65

    henki-robotics/robotics_essentials_ros2

    Learn the basics of robotics through hands-on experience using ROS 2 and Gazebo simulation.

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

    2,567 stars 287 forks C++ growing 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.

  66. 66

    Finrandojin/alexandria-audiobook

    AI-powered multi-voice audiobook generator — LLM script annotation, voice cloning, voice design, LoRA training, per-line style control, and export to MP3, chaptered M4B, or Audacity multi-track. Built on Qwen3-TTS.

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

    970 stars 118 forks Python emerging RS 5.96

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.74, fork corroboration 0.79, compared within the 200-1k star stratum.

  67. 67

    omacom/omarchy

    Beautiful, Modern & Opinionated Linux

    11.0× its usual pace
    +909 stars above its own trend

    28,084 stars 2,862 forks Shell established RS 4.94

    Security and structure

    1009 findings · 1 check pending · 4 checks not applicable

    Structure: not yet mapped — queued

    Score 4.70, fork corroboration 0.95, compared within the 10-30k star stratum. Scanned at f99d33a8ddee.

  68. 68

    forcedotcom/sf-skills

    Salesforce's curated collection of agent skills for building applications. Optimized for Agentforce Vibes, compatible with all AI tools.

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

    898 stars 306 forks Python emerging RS 4.67

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.67, fork corroboration 1.00, compared within the 200-1k star stratum.

  69. 69

    DataTalksClub/ai-dev-tools-zoomcamp

    A free, hands-on course on using AI developer tools to build, test, deploy, extend, and audit software without losing engineering discipline. The 2026 cohort starts August 31.

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

    1,394 stars 218 forks Python growing 2nd day on the board RS 6.02

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.66, fork corroboration 0.77, compared within the 1-3k star stratum.

  70. 70

    google-deepmind/tips

    TIPSv2 (CVPR'26) and TIPS (ICLR'25)

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

    599 stars 38 forks Jupyter Notebook emerging RS 6.32

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.58, fork corroboration 0.72, compared within the 200-1k star stratum.

  71. 71

    GorvGoyl/Clone-Wars

    100+ open-source clones of popular sites like Airbnb, Amazon, Instagram, Netflix, Tiktok, Spotify, Whatsapp, Youtube etc. See source code, demo links, tech stack, github stars.

    8.9× its usual pace
    +113 stars above its own trend

    36,536 stars 3,305 forks established RS 4.58

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

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

    Score 4.58, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at f005e8a2d999.

  72. 72

    databasus/databasus

    PostgreSQL backup tool with Point-In-Time-Recovery and restore verification

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

    8,041 stars 486 forks TypeScript growing RS 4.98

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.44, fork corroboration 0.89, compared within the 3-10k star stratum.

  73. 73

    axtonliu/axton-obsidian-visual-skills

    Visual Skills Pack for Obsidian: generate Canvas, Excalidraw, and Mermaid diagrams from text with Claude Code

    6.7× its usual pace
    +48 stars above its own trend

    3,372 stars 309 forks growing RS 5.55

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.36, fork corroboration 0.79, compared within the 3-10k star stratum.

  74. 74

    kalil0321/reverse-api-engineer

    The agent that turns websites into APIs!

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

    1,040 stars 91 forks Python growing RS 4.95

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.33, fork corroboration 0.88, compared within the 1-3k star stratum.

  75. 75

    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.

    8.1× its usual pace
    +40 stars above its own trend

    954 stars 233 forks Java emerging RS 8.02

    • not confirmed by forks
    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 4.32, fork corroboration 0.54, compared within the 200-1k star stratum. Scanned at 7b814250199a.

  76. 76

    topoteretes/awesome-ai-memory

    A list of AI memory projects

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

    857 stars 112 forks Python emerging RS 5.88

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.30, fork corroboration 0.73, compared within the 200-1k star stratum.

  77. 77

    hzm0321/real-time-fund

    基金实时估值查看

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

    1,719 stars 513 forks JavaScript growing RS 6.87

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.30, fork corroboration 0.62, compared within the 1-3k star stratum.

  78. 78

    jamwithai/beginner-local-rag-system

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

    632 stars 245 forks Jupyter Notebook emerging RS 4.29

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.29, fork corroboration 1.00, compared within the 200-1k star stratum.

  79. 79

    modular/modular

    The Modular Platform (includes MAX & Mojo)

    28.7× its usual pace
    +662 stars above its own trend

    28,793 stars 3,063 forks Mojo established RS 5.63

    Security and structure

    165 findings · 1 check pending · 1 check not applicable

    Structure: 1,868 subsystems — Graph Compilation and CAPI Testing · Model Graph Construction and DTypes · Neural Network Layers and Eager Execution

    Core: Tensor · TensorType · TensorValue

    Score 4.25, fork corroboration 0.75, compared within the 10-30k star stratum. Scanned at b3e9394d088c.

  80. 80

    meituan-longcat/LongCat-Video

    8.4× its usual pace
    +381 stars above its own trend

    7,396 stars 1,298 forks Python growing RS 4.23

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.23, fork corroboration 1.00, compared within the 3-10k star stratum.

  81. 81

    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.

    4.3× its usual pace
    +106 stars above its own trend

    4,179 stars 395 forks CSS growing RS 4.19

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.19, fork corroboration 1.00, compared within the 3-10k star stratum.

  82. 82

    ConardLi/easy-agent

    Fully recreating Claude Code from scratch, so anyone can learn how it works.

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

    979 stars 132 forks TypeScript emerging RS 4.28

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.13, fork corroboration 0.96, compared within the 200-1k star stratum.

  83. 83

    ulab-uiuc/LLMRouter

    LLMRouter: An Open-Source Library for LLM Routing

    4.3× its usual pace
    +64 stars above its own trend

    2,482 stars 253 forks Python growing RS 4.05

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.05, fork corroboration 1.00, compared within the 1-3k star stratum.

  84. 84

    c2g-dev/city2graph

    Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

    5.2× its usual pace
    +43 stars above its own trend

    1,791 stars 192 forks Python growing RS 4.02

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 4.02, fork corroboration 1.00, compared within the 1-3k star stratum.

  85. 85

    rafska/awesome-local-llm

    A curated list of awesome platforms, tools, practices and resources that helps run LLMs locally

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

    2,708 stars 347 forks growing RS 5.05

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.98, fork corroboration 0.79, compared within the 1-3k star stratum.

  86. 86

    Continuum-AI-Corp/OrcaRouter-Lite

    Self-hosted LLM router with a managed safety net. OpenAI-compatible. BYOK. Single-workspace. Streaming. For more advanced routing choose hosted OrcaRouter

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

    582 stars 72 forks Python emerging 2nd day on the board RS 3.97

    • fork history too short
    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.

  87. 87

    XD-MHLOO/Osintgraph

    About Osintgraph is an open-source tool that collects Instagram data, followers, and followees, storing them in Neo4j. It helps you easily map and analyze a target's social network, revealing interests, connections, and affiliations for effective OSINT.

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

    913 stars 86 forks Python emerging RS 3.77

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.77, fork corroboration 1.00, compared within the 200-1k star stratum.

  88. 88

    capcom6/android-sms-gateway

    The SMS Gateway for Android™ app enables sending and receiving SMS messages through an API that can be accessed directly on the device or via a cloud server when direct device access is not possible.

    4.0× its usual pace
    +46 stars above its own trend

    5,421 stars 939 forks Kotlin growing RS 4.01

    Security and structure

    31 findings · 1 check pending · 4 checks not applicable

    Structure: not yet mapped — queued

    Score 3.76, fork corroboration 0.94, compared within the 3-10k star stratum. Scanned at f7ad73b21116.

  89. 89

    ParthJadhav/app-store-screenshots

    end to end app store screenshot creation using AI

    7.7× its usual pace
    +176 stars above its own trend

    6,630 stars 493 forks TypeScript growing RS 4.33

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.75, fork corroboration 0.87, compared within the 3-10k star stratum.

  90. 90

    markdown-viewer/skills

    Opinionated skills for AI coding agents to create stunning diagrams and visualizations directly in Markdown. These skills extend agent capabilities across diagram generation, data visualization, and technical documentation.

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

    3,194 stars 182 forks JavaScript growing RS 4.33

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.73, fork corroboration 0.86, compared within the 3-10k star stratum.

  91. 91

    ripienaar/free-for-dev

    A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

    5.3× its usual pace
    +865 stars above its own trend

    133,567 stars 14,004 forks HTML established RS 3.75

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

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

    Score 3.62, fork corroboration 0.97, compared within the 30k+ star stratum. Scanned at 6e38808e3cf2.

  92. 92

    vuejs/vue

    This is the repo for Vue 2. For Vue 3, go to https://github.com/vuejs/core

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

    210,454 stars 33,756 forks TypeScript established RS 7.20

    Security and structure

    135 findings · 1 check pending · 1 check not applicable

    Structure: 225 subsystems — SSR Code Generation · Render Utilities · JSX and HTML Typings

    Core: warn · isArray · isDef()

    Score 3.60, fork corroboration 0.50, compared within the 30k+ star stratum. Scanned at 9e8870794008.

  93. 93

    microsoft/data-formulator

    🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.

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

    16,877 stars 1,634 forks Python established 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 10-30k star stratum.

  94. 94

    shuding/cobe

    5KB WebGL globe lib.

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

    5,663 stars 326 forks TypeScript growing RS 3.51

    Security and structure

    55 findings · 1 check pending · 2 checks not applicable

    Structure: not yet mapped — queued

    Score 3.51, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at 7e94076fa8c3.

  95. 95

    agent-substrate/substrate

    Agent Substrate: the core system

    3.7× its usual pace
    +112 stars above its own trend

    1,592 stars 264 forks Go growing RS 3.44

    • fork history too short
    Security and structure

    388 findings · 1 check pending

    Structure: not yet mapped — queued

    Score 3.44, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at fa24dcc5146c.

  96. 96

    rishikanthc/Scriberr

    Self-hosted AI audio transcription

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

    2,980 stars 248 forks Go growing RS 3.44

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.44, fork corroboration 1.00, compared within the 1-3k star stratum.

  97. 97

    JetBrains/go-modern-guidelines

    Help AI coding agents write modern Go

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

    829 stars 33 forks Go emerging RS 3.36

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.36, fork corroboration 1.00, compared within the 200-1k star stratum.

  98. 98

    SpaceZephyr/pm-skills

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

    955 stars 191 forks HTML emerging RS 6.63

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.32, fork corroboration 0.50, compared within the 200-1k star stratum.

  99. 99

    bjarneo/cliamp

    cliamp - Terminal music player inspired by winamp

    4.0× its usual pace
    +74 stars above its own trend

    3,400 stars 193 forks Go growing RS 3.50

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.29, fork corroboration 0.94, compared within the 3-10k star stratum.

  100. 100

    CarterPerez-dev/Cybersecurity-Projects

    Building 70 Projects ranging from beginner to advanced so anyone can — learn from, build upon, use as a reference, or even copy directly. Gamified Cybersecurity learning 👇

    4.1× its usual pace
    +255 stars above its own trend

    5,832 stars 858 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.

  101. 101

    nautechsystems/nautilus_trader

    Production-grade Rust-native trading engine with deterministic event-driven architecture

    5.1× its usual pace
    +392 stars above its own trend

    27,236 stars 3,523 forks Rust established RS 4.25

    Security and structure

    5 findings · 1 check pending · 2 checks not applicable

    Structure: 3,105 subsystems — Backtesting and Tutorials · Ax Client Configuration · Message Bus and Responses

    Core: UnixNanos · PyAny · wait_until_async()

    Score 3.22, fork corroboration 0.76, compared within the 10-30k star stratum. Scanned at 3adf5a8dc0c9.

  102. 102

    Nutlope/logocreator

    A free + OSS logo generator powered by Flux on Together AI

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

    8,281 stars 780 forks TypeScript growing RS 3.21

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.21, fork corroboration 1.00, compared within the 3-10k star stratum.

  103. 103

    vercel-labs/portless

    Replace port numbers with stable, named local URLs. For humans and agents.

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

    11,265 stars 368 forks TypeScript established RS 4.08

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.17, fork corroboration 0.78, compared within the 10-30k star stratum.

  104. 104

    apple/coreai-models

    Model export recipes, Python primitives, and Swift runtime utilities for on-device AI

    5.7× its usual pace
    +142 stars above its own trend

    1,825 stars 172 forks Swift growing RS 3.16

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.16, fork corroboration 1.00, compared within the 1-3k star stratum.

  105. 105

    CtrlSpice/otel-desktop-viewer

    otel-desktop-viewer is a CLI tool for receiving OpenTelemetry traces while working on your local machine.

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

    996 stars 45 forks Go emerging RS 5.10

    Security and structure

    60 findings · 1 check pending · 1 check not applicable

    Structure: 188 subsystems — Chart Utilities · Chart Components and Tests · Helper Functions

    Core: t() · n() · q()

    Score 3.16, fork corroboration 0.62, compared within the 200-1k star stratum. Scanned at 8c4d5ded609a.

  106. 106

    axoviq-ai/synthadoc

    Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.

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

    1,081 stars 122 forks Python growing RS 3.15

    • limited history
    • fork history too short
    Security and structure

    661 findings · 1 check pending

    Structure: not yet mapped — queued

    Score 3.15, fork corroboration 1.00, compared within the 1-3k star stratum. Scanned at 7b043bd23c84.

  107. 107

    midudev/libros-programacion-gratis

    📚 Lista de libros sobre programación en Español y gratis

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

    5,774 stars 661 forks TypeScript growing RS 3.07

    Security and structure

    69 findings · 1 check pending · 2 checks not applicable

    Structure: 17 subsystems — Structured Data and Logos · PDF Reader Interface · Project Dependencies

    Core: main() · siteConfig · createSectionStructuredData()

    Score 3.07, fork corroboration 1.00, compared within the 3-10k star stratum. Scanned at f62f847d14af.

  108. 108

    epiral/bb-browser

    Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.

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

    6,098 stars 594 forks TypeScript growing RS 3.05

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.05, fork corroboration 1.00, compared within the 3-10k star stratum.

  109. 109

    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.

    7.4× its usual pace
    +371 stars above its own trend

    38,477 stars 3,239 forks Python established RS 4.78

    Security and structure

    2118 findings · 1 check pending

    Structure: not yet mapped — queued

    Score 3.04, fork corroboration 0.64, compared within the 30k+ star stratum. Scanned at a030dfc0290f.

  110. 110

    Mafyuh/iac

    GitOps-driven Infrastructure as Code for my homelab

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

    949 stars 63 forks YAML emerging RS 3.02

    • fork history too short
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 3.02, fork corroboration 1.00, compared within the 200-1k star stratum.

  111. 111

    raiyanyahya/how-to-train-your-gpt

    Build a modern LLM from scratch. Every line commented. Explained like we are five.

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

    2,698 stars 353 forks Jupyter Notebook growing RS 3.28

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.82, fork corroboration 0.86, compared within the 1-3k star stratum.

  112. 112

    TryGhost/Ghost

    Independent technology for modern publishing, memberships, subscriptions and newsletters.

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

    55,016 stars 11,909 forks TypeScript established RS 4.69

    • not confirmed by forks
    Security and structure

    310 findings · 1 check pending · 1 check not applicable

    Structure: 2,528 subsystems — Testing Utilities and Fixtures · Template Helpers and Locals · Test Data Factories

    Core: action() · cn() · @playwright/test

    Score 2.69, fork corroboration 0.57, compared within the 30k+ star stratum. Scanned at 33fbb7f603cf.

  113. 113

    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
    +47 stars above its own trend

    1,743 stars 101 forks Rust growing RS 3.45

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.66, fork corroboration 0.77, compared within the 1-3k star stratum.

  114. 114

    elder-plinius/OBLITERATUS

    OBLITERATE THE CHAINS THAT BIND YOU

    6.0× its usual pace
    +202 stars above its own trend

    7,949 stars 1,443 forks Python growing RS 3.53

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.59, fork corroboration 0.73, compared within the 3-10k star stratum.

  115. 115

    husnainfareed/awesome-ethical-hacking-resources

    😎 🔗 Awesome list about all kinds of resources for learning Ethical Hacking and Penetration Testing.

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

    3,729 stars 559 forks growing RS 3.96

    Security and structure

    no findings · 1 check pending · 5 checks not applicable

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

    Score 2.58, fork corroboration 0.65, compared within the 3-10k star stratum. Scanned at ae0e47505a10.

  116. 116

    codeman008/Financial_freedom

    Technical guide to making money and investing(最全赚钱投资指南)

    5.3× its usual pace
    +210 stars above its own trend

    3,424 stars 561 forks growing RS 3.12

    Security and structure

    not yet scanned — queued

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

    Score 2.55, fork corroboration 0.82, compared within the 3-10k star stratum.

  117. 117

    hao-ai-lab/FastVideo

    A unified inference and post-training framework for accelerated video generation.

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

    4,026 stars 413 forks Python growing RS 3.04

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.52, fork corroboration 0.83, compared within the 3-10k star stratum.

  118. 118

    kanbn/kan

    The open source Trello alternative.

    5.3× its usual pace
    +51 stars above its own trend

    5,462 stars 450 forks TypeScript growing RS 4.64

    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.32, fork corroboration 0.50, compared within the 3-10k star stratum.

  119. 119

    canopy-network/canopy

    The official go implementation of the Canopy Network protocol

    9.6× its usual pace
    +453 stars above its own trend

    15,478 stars 17,147 forks Go established RS 4.61

    • not confirmed by forks
    Security and structure

    not yet scanned — queued

    Structure: not yet mapped — queued

    Score 2.31, fork corroboration 0.50, compared within the 10-30k star stratum.

  120. 120

    YaoApp/yao

    ✨ All your agents and workspaces in one place, on every device you own. Track tasks on a board, accessible from desktop, mobile, browser, or API. Self-hosted.

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

    7,764 stars 694 forks Go growing RS 3.08

    Security and structure

    846 findings · 1 check pending

    Structure: 1,373 subsystems — Tool Loop Unit Tests · API Configuration and Security · Assistant Creation Benchmarks

    Core: T() · Contains() · PrepareSandbox()

    Score 2.11, fork corroboration 0.68, compared within the 3-10k star stratum. Scanned at 20efb9d42d8a.

  121. 121

    django/django

    The Web framework for perfectionists with deadlines.

    5.0× its usual pace
    +76 stars above its own trend

    88,714 stars 34,151 forks Python established RS 4.00

    • not confirmed by forks
    Security and structure

    no findings · 1 check pending · 1 check not applicable

    Structure: 1,877 subsystems — Admin Actions and Fields · Testing and Template Engines · Admin Authentication and Forms

    Core: override_settings · SimpleTestCase · TestCase

    Score 2.00, fork corroboration 0.50, compared within the 30k+ star stratum. Scanned at 951d13c77bc1.

  122. 122

    makeplane/plane

    🔥🔥🔥 Open-source Jira, Linear, Monday, and ClickUp alternative. Plane is a modern project management platform to manage tasks, sprints, docs, and triage.

    3.9× its usual pace
    +388 stars above its own trend

    57,107 stars 5,434 forks TypeScript established RS 3.02

    Security and structure

    304 findings · 1 check pending · 1 check not applicable

    Structure: 902 subsystems — Project Permissions and Roles · API Routing and URLs · Database Operations and Tasks

    Core: useProject() · useUserPermissions() · useIssueDetail()

    Score 1.78, fork corroboration 0.59, compared within the 30k+ star stratum. Scanned at a2ccd4f074c2.

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: 57168/57518 on 2026-07-25; 1-3k: 41377/42066 on 2026-07-25; 3-10k: 15956/15982 on 2026-07-25; 10-30k: 4274/4279 on 2026-07-25

Every star range was held that night — the crawl behind this board was incomplete, so publishing would be a guess.