Make your agent give the answer first, let AI drive a real phone, and keep a course on your disk

Fastest-growing this period

Counts come from GitHub's official stargazers/history endpoint: the stars gained on each day of the window. Project briefs and the reading notes below are editorial additions.

1. 1

   ayghri/i-have-adhd : Stop your coding agent from burying the answer

   Python

   Installs as a skill for Claude Code and similar assistants and changes how they reply: the answer comes first, multi-step tasks are numbered, and every reply ends with one concrete next step. Useful when long agent responses make you hunt for the actual fix; its rule file is plain text, so you can tune the behavior yourself.

   +3,305
2. 2

   bilawalsidhu/gods-eye-view : Follow flights and ships around an interactive 3D Earth

   JavaScript

   A browser-based 3D globe that combines public feeds such as aircraft, ships and earthquakes. Following an aircraft across the terrain is an engaging way to explore geographic data; its visual sensor effects should not be confused with actual sensor imagery.

   +2,437
3. 3

   deepseek-ai/deepseek-harness : Explore DeepSeek's building blocks for an extensible agent

   TypeScript

   DeepSeek's agent runtime built around replaceable plugins, with a web interface for running it. Useful for developers exploring how to compose an agent's capabilities; it is a developer preview, so expect interfaces to change as you experiment.

   +1,277
4. 4

   tt-a1i/archify : Show your team exactly what changed in the architecture

   JavaScript

   Turns an agent's structured description of a system into interactive HTML and SVG architecture diagrams. It can compare diagram snapshots, useful for showing a team which components and connections changed between two versions of a design.

   +1,075
5. 5

   google/artemis : Let an AI assistant drive a real Android phone for tests

   Python

   A Google open-source tool that lets AI assistants and test suites operate a real Android phone or emulator from natural-language instructions. It plugs into coding assistants through MCP, so the assistant can drive the device and pull back screenshots and Logcat logs, while a browser view mirrors the screen live.

   +997
6. 6

   DietrichGebert/ponytail : Stop your AI turning a small fix into a new framework

   JavaScript

   A set of instructions that asks AI coding agents to reuse existing code and question whether a new abstraction is needed. Its rules also explicitly retain validation and error handling, useful when your agent keeps making a small task unnecessarily complicated.

   +963
7. 7

   mattpocock/skills : Make your AI ask the right questions before it writes code

   Shell

   Give your coding assistant a skill that asks detailed questions before implementation. Use it to clarify vague requirements before the agent builds the wrong thing.

   +902
8. 8

   stablyai/orca : Compare several coding agents in separate workspaces

   TypeScript

   A desktop interface for running terminal coding agents in separate Git worktrees. You can compare attempts at the same task and inspect their changes, useful when juggling several experiments would otherwise mean managing many terminals and directories.

   +748
9. 9

   tonhowtf/omniget : Paste a link to download a course, then read and study it in the same app

   Rust

   A free open-source desktop app that downloads courses and videos from many platforms through one box: paste a link, preview the quality options, click download. The same window then plays the course, reads PDFs and EPUBs, transcribes audio and turns saved material into flashcards for spaced repetition, with files kept locally on your own computer.

   +671
10. 10

    obra/superpowers : Give a multi-step coding task checkpoints you can inspect

    Shell

    A skill collection that guides a coding assistant through requirements, planning, implementation, tests and review. Useful for longer features where you want explicit checkpoints before the agent moves from an idea to a large set of code changes.

    +654

Ranking window: 2026-09-11 UTC, full day.