rea tops a week where agents learn to check themselves and Rust rebuilds keep multiplying

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

   morluto/rea : Point your agent at any app and learn how it works

   TypeScript

   A toolkit that lets your coding agent reverse engineer software without source code: it inspects native binaries through Hopper or Ghidra, JavaScript and Electron apps, .NET assemblies and websites, then explains how a feature works with the evidence and the limits behind each conclusion. Analysis runs locally, and the same tools work straight from your terminal.

   +202,314
2. 2

   storytold/photocraft : Photoshop rebuilt from scratch in pure Rust, PSD files included

   Rust

   A clean-room reimplementation of Photoshop written entirely in Rust: layers, masks, adjustment layers, type and brushes, opening, editing and saving real PSD files. Every action is a command, so the same engine can be driven from the interface, the command line, a JSON control channel or an MCP server.

   +18,340
3. 3

   debpalash/VoiceStudio : Try voice design, transcription and dubbing in one workspace

   Python

   A local audio workspace for voice design, transcription, dubbing and longer narrated projects. Useful for trying several speech workflows with your own material in one application, with engine choice and hardware determining the supported languages and output quality.

   +16,035
4. 4

   Ebony-Vinyl/dsh-our-free-model : A dsh plugin that puts frontier models one install away, no login or API key

   JavaScript

   A plugin for the DeepSeek Harness shell: install it and the model picker fills with free frontier models like DeepSeek V4.1 Flash and Kimi K3, no login or key needed. Free lanes come straight from OpenCode's Zen and Kilo AI's public gateways, re-pulled every refresh. A local OpenAI-compatible relay port lets other tools call the same models, and usage stats stay on the machine.

   +15,238
5. 5

   storytold/artcraft : An IDE for AI image and video where you block the scene before generating

   Rust

   ArtCraft is an IDE for interactive AI image and video creation: compose in 2D, block scenes in 3D and pick the models that fit your work, so character identity and camera placement stay repeatable instead of lucky. You can place virtual actors in one consistent environment, pose characters before generating, transfer identity from a posed mannequin, and remove backgrounds.

   +13,714
6. 6

   boykopovar/AnyPS5 : Run PS5 games natively on Linux and Windows, with no emulation layer

   C++

   Ports PS5 executables by relinking them into the host's native format and reimplementing the system prx libraries for dynamic linking, so nothing is emulated and no separate runtime is needed. A shader recompiler produces validated SPIR-V, SDL controllers map directly, and the compatibility list tracks verified games, led by a 2D platformer at a steady 60 fps on a GTX 1050 Ti.

   +12,250
7. 7

   wheresryan22/anatomy : A Claude skill that explains an idea by building it as a working object

   JavaScript

   A Claude Code skill that explains a technical idea by inventing a physical object whose working is the concept, then building it as an interactive isometric figure in SVG and WebGL. Dozens of small shaded parts sit in a framed card, move under pointer and keyboard, and every number comes from the same model that moves the parts. Zero dependencies, only Node built-in modules.

   +11,855
8. 8

   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.

   +9,664
9. 9

   storytold/wordcraft : Microsoft Word rebuilt from scratch in pure Rust, ribbon and track changes included

   Rust

   A clean-room reimplementation of Microsoft Word in pure Rust: the ribbon, styles, tables, track changes with comment balloons, citations and mail merge. It reads and writes .docx plus .odt, .rtf and .md, opens legacy .doc files and exports selectable-text PDF. One codebase runs on desktop and browser over WebAssembly; every action is a command shared by the CLI and MCP server.

   +7,537
10. 10

    NationalSecurityAgency/ghidra : Decompile and dissect binaries with the NSA's open reverse engineering framework

    Java

    The National Security Agency's open software reverse engineering framework. It disassembles and decompiles compiled code on Windows, macOS and Linux, covers a wide range of processor instruction sets and executable formats, and runs both interactively and in automated mode. Analysts extend it with their own scripts and components written in Java or Python.

    +7,072
11. 11

    cathrynlavery/diagram-design : Make your diagrams match the article around them

    HTML

    A coding-agent skill for turning an explanation or existing diagram source into HTML and SVG diagrams. It can incorporate a publication's colors and fonts, useful when a diagram needs to fit an article or presentation rather than look like a separate tool's default export.

    +6,739
12. 12

    MadsLorentzen/ai-job-search : Turn a job listing into tailored application prep

    Python

    A Claude Code workflow that compares job postings with your profile and helps prepare tailored applications and interviews. Its bundled search tools target Danish job boards, with an extension path for other portals, so check the coverage for your own market.

    +6,703
13. 13

    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.

    +6,614
14. 14

    affaan-m/ECC : Give your coding agent a plan, tests and a memory

    JavaScript

    A collection of coding-agent workflows for planning, tests, review and remembering useful context. If your assistant jumps straight into edits or forgets earlier decisions, this gives you reusable routines to adapt to your project.

    +6,176
15. 15

    yetone/magpie : Switch every coding agent's model from one menu bar picker

    Go

    A menu bar panel that lists each AI agent on your machine, from Claude Code to Codex, together with the model it is set to; click a value and pick another. It edits config files surgically, keeping comments and formatting intact, and runs a local gateway so every agent can share one provider login, including your Claude, ChatGPT or Copilot subscription.

    +6,171
16. 16

    ifixai-ai/iFixAi : An auditor that checks whether your AI agent actually does the job it was hired for

    Python

    An independent auditing tool for AI agents that grades whether an agent does the job it was hired for, not just whether it is fast or hard to hack. Guided setup picks the provider, judge and test suite, then about 60 inspections across five pillars return an A to F scorecard. Run it as a CLI wizard, as scripted flags in CI, or as a plugin that lets the agent audit itself.

    +5,956
17. 17

    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.

    +5,931
18. 18

    storytold/pdfcraft : Adobe Acrobat rebuilt from scratch in pure Rust, down to the forms and passwords

    Rust

    A clean-room reimplementation of Adobe Acrobat written entirely in Rust: world scripts, vertical CJK and color emoji render faithfully, pages can be organized, combined and split, and forms, layers, threaded comments and password protection are all there. Every save appends changes and leaves the original bytes untouched.

    +5,869
19. 19

    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.

    +5,814
20. 20

    Droid-Deck/DroidDeck : Play your Steam library on an Android handheld, Windows games included

    Kotlin

    Brings Valve's Steam client in Big Picture mode to Adreno Android handhelds, no root required, and runs Windows games through Valve's ARM64 Proton. GOG, Epic and Amazon libraries, a Linux desktop with emulators, and smart-glasses streaming are folded into the same launcher.

    +5,777
21. 21

    google-research/harness2 : Let agents rewrite the prompts, tools and memory around them

    Python

    A Google Research framework for recursive agent harnessing. At task level it proposes edits, probes them on the same task, then composes a refined harness from behavioral contrasts, weights untouched. A second level keeps an improvement harness that reuses evidence-backed lessons across tasks. Includes OpenCode and Codex executors plus JobBench, LAB and WorkBuddy-Bench.

    +5,733
22. 22

    vxcontrol/pentagi : A self-hosted AI team that plans and runs penetration tests for you

    Go

    Describe a target and a goal in plain language and specialized agents plan the steps, run more than 20 professional tools such as nmap, Metasploit and sqlmap inside an isolated Docker sandbox, and return a finished report. Fully self-hosted: cloud providers, an OpenAI-compatible gateway, or local models through Ollama or vLLM. For authorized security testing only.

    +5,676
23. 23

    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.

    +5,607
24. 24

    heygen-com/hyperframes : Write HTML and let an agent render it as video

    TypeScript

    Turns HTML, CSS and seekable animations into deterministic MP4 videos. You can drive it from a local CLI or hand its skills to an AI coding agent, which plans the video, writes valid markup, lints, previews and renders. A practical route to product intros or animated explainers without learning a timeline editor. Requires Node.js 22 or newer.

    +5,553
25. 25

    Niko1221/Strata : A 125B-parameter model running on one gaming GPU, faster than you can read

    C++

    A one-click installer that runs Qwen3.8-Flash-Next, a 125-billion-parameter model that normally needs a server, on a single NVIDIA card with 12 to 24 GB of VRAM and 64 GB of RAM. It serves an OpenAI-compatible API on localhost, reports 60 to 95 tokens per second in its own measurements, accepts image input, and calibrates the engine to your PC.

    +5,527

Ranking window: 2026-10-12 to 2026-10-18 UTC.