Observatory/Project library

Project library

Every project, followed from its first discovery.

Data as of 2026-11-06

Use repository tags, archived tags, or existing categories. Card tags are clickable filters.

Compare Star counts ending on the observation date.

18 repositories

Growth comparison: 2026-10-30 to 2026-11-06
  1. Shell

    An agentic skills framework & software development methodology that works.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    313,341
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  2. A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    230,104
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
    No tags yet
  3. Python

    Public repository for Agent Skills

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    187,999
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  4. TypeScript

    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

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    113,797
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  5. Rust

    The design vocabulary for your coding agent. Steer with polish and bolder, review with critique and audit, catch AI slop before it ships.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    104,413
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  6. Python

    🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    98,610
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  7. Python

    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.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    77,475
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  8. Python

    DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    55,761
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  9. CSS

    Anti-AI-slop design skill for Claude Code, Cursor, and Codex.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    49,244
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
    No tags yet
  10. TypeScript

    No description is available. Open GitHub to read the README.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    49,042
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
    No tags yet
  11. Python

    Kronos: A Foundation Model for the Language of Financial Markets

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    47,000
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
    No tags yet
  12. C++

    Hyprland is an independent, highly customizable, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    40,412
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  13. Shell

    Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    35,911
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  14. Python

    🚀 PR Agent: The Original Open-Source PR Reviewer. This project is not the Qodo free tier.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    15,211
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  15. TypeScript

    Open-source Grok Bot alternative with a virtual machine that bots can use

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    14,379
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  16. Rust

    Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    11,735
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
  17. Markdown

    A collection of agent skills that help you build great interfaces.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    11,176
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
    No tags yet
  18. TypeScript

    A local-first desktop workspace for persistent AI teammates. Run Codex, Claude, and Grok with dedicated workspaces, task queues, file sharing, browser control, and agent-to-agent collaboration.

    AI reading brief

    Not reviewed yet

    No reading summary has been saved. Start with the description or read the project on GitHub.

    Current stars
    5,934
    Period gain
    N/A
    Growth rate
    N/A
    Comparable-sample rank
    N/A
    Comparison status
    Not enough observations for this period
How to read these signals

Fastest and slowest use the selected period's Star change. Losing momentum compares two equal windows. Losing stars, slowing growth, and missing observations are distinct states. Ranks refer only to the monitored sample. About classification

Tags reflect the currently saved project metadata. The observation date scopes repository entry and Star history, not historical tag versions.

Repository age measures time since GitHub creation, not continuous development.

Partial sample (up to 500 commits). Commit and active-day totals are lower bounds; blank dates do not mean no commits.