dsh-superagent-prototype leads the 2 November edition with seven new arrivals

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

   deepseek-ai/dsh-superagent-prototype : A repo-watching coding agent that answers in your own conversation

   TypeScript

   A DeepSeek research prototype of a proactive coding agent for one GitHub repository, packaged for DeepSeek Harness. It listens to GitHub and optionally Feishu, opens a work item when asked, works in its own agent session, then answers in the original conversation, usually with a pull request. A web panel shows where a human is still needed. The README warns it is research code.

   +6,097
2. 2

   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.

   +3,943
3. 3

   pingdotgg/t3code : One control surface for every coding agent on your machine

   TypeScript

   From the T3 team, an open-source control surface for the coding agents already installed on your machine. It drives Claude Code, Codex, Cursor, Grok Build, OpenCode, Antigravity and fx through your own subscriptions, from a mobile app, web app or Electron desktop app. The stated bet is performance and openness: if it drifts, the code is all there to fork.

   +2,906
4. 4

   vercel-labs/agent-desktop : Give your agent hands on the desktop through the accessibility tree

   Rust

   A Vercel Labs CLI and C library that lets AI agents read and operate desktop apps through the OS accessibility tree. A snapshot returns JSON with a stable ref for every actionable element; the agent acts on a ref and snapshots again to verify, with no pixel matching. Runs on macOS, Windows and Linux, npm-installed with native x64 and ARM64 binaries.

   +2,549
5. 5

   l0ng-ai/openidea : The IntelliJ way of working rebuilt as a lean native app in Rust

   TypeScript

   OpenIDEA rebuilds the IntelliJ IDEA way of working, its keymap and tool windows, as a native app on a Rust core. Editor, debugger, Git, terminal and database clients cover 60-plus languages on three desktop platforms. Its benchmark on a 770-file Python project reports 0.9 s to window and 169 MB memory, against IDEA's 3.1 s and 2 GB. Apache 2.0, not affiliated with JetBrains.

   +2,277
6. 6

   thedotmack/claude-mem : Persistent memory for Claude Code that carries across sessions

   TypeScript

   A persistent memory compression system built for Claude Code: observations from finished sessions are distilled and surfaced when a new session starts, so project knowledge outlives a context window. One npx installer registers it for Claude Code and many other hosts, from Cursor and OpenCode to T3 Code and DeepSeek Harness, using hosted memory or your own key.

   +1,764
7. 7

   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.

   +1,688
8. 8

   storytold/craft-anything : Study how any app or game works, then have an agent rebuild it

   Rust

   A clean-room engine in pure Rust. Point it at a website, app or game: it studies the original with real inspection tools, then a coding agent builds your version in the stack you name and refines it against the original. Clean room mode works only from what is visible. Builds run through your own Claude Code; the 314 tools also work as CLI and MCP. Early alpha.

   +1,668
9. 9

   wangzan101/Mika : An Android assistant that works your apps on a hidden screen

   Kotlin

   An open-source AI assistant for Android: describe a task and it drives your apps and the web on a hidden background screen while you use the phone. It reads chats, taps, types and fills a cart, stopping before checkout; anything that spends money asks first. No Mika server exists: screen content goes only to the model provider you configure, keys stay encrypted on device.

   +1,476
10. 10

    google/elephant-goldfish-model : Draft the spec with full context, then attack it with none

    Python

    An open-source Google plugin for design-before-code work. A deep-context agent drafts the specification for a feature you are about to build, then zero-context reviewer subagents read that draft cold and challenge its unstated assumptions, and you make the trade-offs and approve before any code exists. It installs into Claude Code, Codex or Antigravity.

    +1,464

Ranking window: 2026-11-01 UTC, full day.