GitHub trending projects with bilingual AI reviews and MCP access

This is a Chinese-language roundup of GitHub trending projects, each with a short description, star counts, creation date and category tag. Entries include a self-hosted personal learning workbench (Python, 50.0k stars), a skill-based methodology for coding agents to plan before writing code (Shell, 309k stars), and a desktop workbench that puts multiple coding agents into separate sessions with queues, file sharing and inter-agent communication (TypeScript, 3.9k stars). The list also covers a Claude Code game-development template, cross-session agent memory, and self-hosted AI colleagues with per-agent browsers and files.