Radar archive

Trending GitHub repos worth building a product on — 2026-11-01 (8 repos)

Data: GitHub 24h star gainers + Hacker News, collected 2026-11-01. Wrap score 1-5 = how promising a hosted or paid product built on it looks (license, demand, GPU needs). Build angles are in the Chinese edition. How picks are scored.

1. wangzan101/Mika

★ 2,708 · +1,371 in 24h · Apache-2.0 · wrap score 4/5

An on-device Android AI agent that operates apps and the web to get things done for everyday users.

2. Orkas-AI/Orkas

★ 6,150 · +1,122 in 24h · MIT · wrap score 3/5

A local-first desktop AI team where a Commander breaks goals into to-dos and coordinates 16 specialist agents plus Claude Code, Codex and more, for individuals and small teams.

3. pbakaus/impeccable

★ 98,255 · +1,176 in 24h · Apache-2.0 · wrap score 3/5

A design vocabulary for coding agents: steer with polish and bolder, review with critique and audit, and catch AI slop before it ships. Built for developers who ship UI with AI.

4. thedotmack/claude-mem

★ 107,842 · +1,573 in 24h · Apache-2.0 · wrap score 3/5

A persistent-memory plugin that captures, compresses and re-injects context across sessions for Claude Code, Codex, Gemini and other agents.

5. anomalyco/hex

★ 2,033 · +786 in 24h · MIT · wrap score 3/5

A local-first macOS voice dictation tool: hold a shortcut, speak, and paste into any app, with native Rust and on-device recognition. Built for privacy-minded heavy typists.

6. HKUDS/DeepTutor

★ 52,789 · +1,010 in 24h · Apache-2.0 · wrap score 4/5

A lifelong personalized AI tutoring system using multi-agent and RAG for interactive learning, aimed at students and self-learners.

7. milind-soni/OpenMausBot

★ 9,591 · +933 in 24h · Apache-2.0 · wrap score 3/5

An open-source Grok Bot alternative with a virtual machine bots can use. Self-hostable, for developers who want chatbots that can operate a computer.

8. patch-gg/pixelfx

★ 1,397 · +1,085 in 24h · MIT · wrap score 2/5

244 pixel-art effects, each a small piece of code, plus a Claude Code skill to generate your own. For indie game and animation developers.

Before you build on one: which open-source licenses allow a closed paid app or SaaS · check a repo's license

All ~30 repos a day, each scored with a license verdict and build angle: Radar Pro (reservations open).

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