海外机会工作台

tmux-agent-status Sidebar-first AI agent session manager for tmux. It gives each tmux session a persistent status sidebar, keeps a compact summary in the status line, and adds a hierarchical fzf target switcher for fast jumps and cleanup across agent sessions, windows, and panes. Claude Code and Codex CLI are both integrated through hooks, so their states come from agent lifecycle events rather than fragile process polling. Custom agents can still integrate through status files or collector extensions. Demo video: demo/full.mp4 Features Persistent sidebar in every tmux session Hierarchical fzf target switcher for quick jumps and close actions Hook-based Claude Code and Codex tracking Wait a…

Humanize Text: Open-source toolkit for more natural AI-assisted drafts A Python toolkit for text humanization. Two parts: Reference implementations — four documented approaches to humanizing machine-generated text: translation chaining, multi-turn LLM rewriting, detection-guided feedback loops, and mixed-engine translation. Standard Pipeline — the configuration we actually run. Five steps: two LLM rewrite passes (the second carries the first as conversation history) followed by two NMT hops across different engines. The translation chain routes through Chinese → Japanese → Finnish before returning to English, maximizing linguistic distance at each hop so that no single engine's structural f…