Daily 13 repositories

The crawl behind this board was incomplete for repositories with 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k stars, so those ranges are held: any of them that rose that night are absent here, not quiet. 200-1k: 211558/212228 on 2026-09-18; 1-3k: 43669/43766 on 2026-09-18; 3-10k: 16505/16532 on 2026-09-18; 10-30k: 4374/4379 on 2026-09-18

1. 1

   NationalSecurityAgency/ghidra

   Ghidra is a software reverse engineering (SRE) framework

   13.2× its usual pace
   +1,328 stars above its own trend

   78,805 stars 8,713 forks Java established RS 8.38

   Security and structure

   28 findings · 1 check pending · 4 checks not applicable

   Structure: not yet mapped — queued

   Score 8.38, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 8e9a8e7a276d.

2. 2

   eugeneyan/applied-ml

   📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

   21.4× its usual pace
   +174 stars above its own trend

   30,311 stars 3,997 forks established RS 11.26

   Security and structure

   no findings · 1 check pending · 5 checks not applicable

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

   Score 7.02, fork corroboration 0.62, compared within the 30k+ star stratum. Scanned at d58606b6ec03.

3. 3

   aria2/aria2

   aria2 is a lightweight multi-protocol & multi-source, cross platform download utility operated in command-line. It supports HTTP/HTTPS, FTP, SFTP, BitTorrent and Metalink.

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

   42,473 stars 3,920 forks C++ established RS 6.64

   Security and structure

   8 findings · 1 check pending · 4 checks not applicable

   Structure: 805 subsystems — Core Utility Headers · BitTorrent Core Utilities · Command Execution

   Core: fmt() · RequestGroup · MetalinkParserStateMachine

   Score 6.64, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 9e7273583f83.

4. 4

   supermemoryai/supermemory

   Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.

   10.1× its usual pace
   +386 stars above its own trend

   30,116 stars 2,634 forks TypeScript established RS 5.84

   Security and structure

   724 findings · 1 check pending · 1 check not applicable

   Structure: not yet mapped — queued

   Score 5.44, fork corroboration 0.93, compared within the 30k+ star stratum. Scanned at 57b430b5b6a1.

5. 5

   microsoft/Data-Science-For-Beginners

   10 Weeks, 20 Lessons, Data Science for All!

   4.5× its usual pace
   +82 stars above its own trend

   37,128 stars 7,504 forks Jupyter Notebook established RS 5.44

   Security and structure

   87 findings · 1 check pending · 2 checks not applicable

   Structure: not yet mapped — queued

   Score 5.44, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 4d2ac427ad6f.

6. 6

   imputnet/cobalt

   best way to save what you love

   8.5× its usual pace
   +274 stars above its own trend

   43,582 stars 3,816 forks Svelte established RS 5.24

   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 4.57, fork corroboration 0.87, compared within the 30k+ star stratum. Scanned at a636575b09de.

7. 7

   home-assistant/core

   :house_with_garden: Open source home automation that puts local control and privacy first.

   3.8× its usual pace
   +119 stars above its own trend

   90,697 stars 38,691 forks Python established RS 3.88

   Security and structure

   137 findings · 1 check pending

   Structure: not yet mapped — queued

   Score 3.88, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 4f0366f3fce5.

8. 8

   Fission-AI/OpenSpec

   Spec-driven development (SDD) for AI coding assistants.

   2.3× its usual pace
   +382 stars above its own trend

   69,182 stars 4,744 forks TypeScript established RS 3.59

   Security and structure

   208 findings · 1 check pending

   Structure: 150 subsystems — Command Adapters · Legacy Cleanup Utilities · Spec Merging and Updates

   Core: runCLI() · FileSystemUtils · ToolCommandAdapter

   Score 3.59, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at bae58cf61479.

9. 9

   patchy631/ai-engineering-hub

   In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

   4.7× its usual pace
   +124 stars above its own trend

   37,725 stars 6,209 forks Jupyter Notebook established RS 4.16

   Security and structure

   3120 findings · 1 check pending · 2 checks not applicable

   Structure: 474 subsystems — UI Components · Workflow UI Components · Endpoint Management UI

   Core: cn() · react · LangGraphExecutor

   Score 3.38, fork corroboration 0.81, compared within the 30k+ star stratum. Scanned at 7875e2c38855.

10. 10

    duckdb/duckdb

    DuckDB is an analytical in-process SQL database management system

    3.0× its usual pace
    +125 stars above its own trend

    41,492 stars 3,800 forks C++ established RS 3.20

    Security and structure

    451 findings · 1 check pending · 4 checks not applicable

    Structure: 3,152 subsystems — Task Execution State · SQL Parser Trampolines · Database Utility Functions

    Core: unique_ptr · vector · PEGTransformerFactory

    Score 3.20, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 238f5a5ee2ce.

11. 11

    anthropics/claude-code

    Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

    3.2× its usual pace
    +569 stars above its own trend

    146,146 stars 23,725 forks TypeScript established RS 3.20

    Security and structure

    360 findings · 1 check pending · 3 checks not applicable

    Structure: not yet mapped — queued

    Score 3.20, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at b486776a2eef.

12. 12

    jingyaogong/minimind

    🧠 Train a 64M-parameter LLM from scratch in just 2h!

    2.5× its usual pace
    +151 stars above its own trend

    61,573 stars 8,012 forks Python established RS 3.08

    Security and structure

    73 findings · 1 check pending · 3 checks not applicable

    Structure: not yet mapped — queued

    Score 3.07, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 1e6e909f887a.

13. 13

    n8n-io/n8n

    Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

    2.8× its usual pace
    +437 stars above its own trend

    205,225 stars 60,769 forks TypeScript established RS 5.09

    • not confirmed by forks

    Security and structure

    650 findings · 1 check pending · 1 check not applicable

    Structure: not yet mapped — queued

    Score 2.54, fork corroboration 0.50, compared within the 30k+ star stratum. Scanned at d23f949801d5.

Weekly 9 repositories

The crawl behind this board was incomplete for repositories with 200 to 1k, 1k to 3k, 3k to 10k and 10k to 30k stars, so those ranges are held: any of them that rose that night are absent here, not quiet. 200-1k: 211051/211573 on 2026-09-11; 1-3k: 43590/43680 on 2026-09-11; 3-10k: 16437/16463 on 2026-09-11; 10-30k: 4372/4377 on 2026-09-11

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

   pallets/flask

   The Python micro framework for building web applications.

   52.8× its usual pace
   +2,531 stars above its own trend

   74,747 stars 16,981 forks Python established 2nd day on the board RS 300.00

   • not confirmed by forks

   Security and structure

   15 findings · 1 check pending · 1 check not applicable

   Structure: 98 subsystems — Request Lifecycle Tests · Core WSGI Classes · Blueprint Template Tests

   Core: Flask · App · setupmethod()

   Score 9.00+, fork corroboration 0.50, compared within the 30k+ star stratum. Scanned at d73fa1cdcbd8.

2. 2

   aria2/aria2

   aria2 is a lightweight multi-protocol & multi-source, cross platform download utility operated in command-line. It supports HTTP/HTTPS, FTP, SFTP, BitTorrent and Metalink.

   4.7× its usual pace
   +439 stars above its own trend

   42,473 stars 3,920 forks C++ established 2nd day on the board RS 6.35

   Security and structure

   8 findings · 1 check pending · 4 checks not applicable

   Structure: 805 subsystems — Core Utility Headers · BitTorrent Core Utilities · Command Execution

   Core: fmt() · RequestGroup · MetalinkParserStateMachine

   Score 6.35, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 9e7273583f83.

3. 3

   feder-cr/invisible_playwright_mcp

   Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.

   18.9× its usual pace
   +1,247 stars above its own trend

   31,628 stars 4,667 forks Python established RS 9.69

   • not confirmed by forks

   Security and structure

   not yet scanned — queued

   Structure: not yet mapped — queued

   Score 4.85, fork corroboration 0.50, compared within the 30k+ star stratum.

4. 4

   abi/screenshot-to-code

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

   4.8× its usual pace
   +1,184 stars above its own trend

   79,213 stars 9,669 forks Python established RS 4.65

   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 4.65, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at d026163f586d.

5. 5

   NationalSecurityAgency/ghidra

   Ghidra is a software reverse engineering (SRE) framework

   6.3× its usual pace
   +3,718 stars above its own trend

   78,805 stars 8,713 forks Java established 2nd day on the board RS 4.42

   Security and structure

   28 findings · 1 check pending · 4 checks not applicable

   Structure: not yet mapped — queued

   Score 4.42, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 8e9a8e7a276d.

6. 6

   vuejs/vue

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

   13.5× its usual pace
   +1,094 stars above its own trend

   212,810 stars 33,722 forks TypeScript established 2nd day on the board RS 7.35

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

7. 7

   django/django

   The Web framework for perfectionists with deadlines.

   5.9× its usual pace
   +992 stars above its own trend

   91,132 stars 34,686 forks Python established 2nd day on the board RS 3.12

   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 3.12, fork corroboration 1.00, compared within the 30k+ star stratum. Scanned at 951d13c77bc1.

8. 8

   files-community/Files

   A modern file manager that helps users organize their files and folders.

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

   45,513 stars 2,916 forks C# established 2nd day on the board RS 4.48

   Security and structure

   66 findings · 1 check pending · 2 checks not applicable

   Structure: 784 subsystems — UI Layout and States · Credential Dialog Components · Page Event Handlers

   Core: VisualState · Files.App.Actions · ShellViewModel

   Score 2.24, fork corroboration 0.50, compared within the 30k+ star stratum. Scanned at 06f1a6086422.

9. 9

   rustfs/rustfs

   RustFS is an open-source, S3-compatible high-performance object storage system supporting migration and coexistence with other S3-compatible platforms such as MinIO and Ceph.

   2.2× its usual pace
   +698 stars above its own trend

   33,021 stars 1,480 forks Rust established 2nd day on the board RS 3.48

   Security and structure

   1024 findings · 1 check pending · 1 check not applicable

   Structure: not yet mapped — queued

   Score 1.74, fork corroboration 0.50, compared within the 30k+ star stratum. Scanned at 286bbb8e1f88.

Monthly 0 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.

No repository yet has the 182 valid nightly observations the monthly board requires — this board fills as data accrues.