Archive branch · operator reviews
Spell Book
Battle-tested AI research tools encyclopedia. Not marketing copy — honest reviews from real workflows.
Spell Rating
A quick read on maturity before you open a full review.
ai-tools
A polished TUI music client built on mpv and yt-dlp. Supports lyrics display, Spotify playlist import, and Last.fm scrobbling. Surprisingly complete for a terminal app, but relies on cookie-based auth and unofficial YouTube APIs.
ai-tools
OpenClaw Studio looks useful if you already run OpenClaw and want a GUI for agents, approvals, and scheduling. But it is a third-party dashboard, not an official control plane, and its local SQLite runtime deserves caution.
ai-tools
OpenCLI Skill is interesting because it offers one natural-language surface across many social platforms without relying on API keys. That same design also brings real posting, session, and platform-risk concerns, so it is better treated as a controlled operator tool than a casual automation add-on.
ai-tools
Talkio puts multiple AI models into the same desktop conversation, which makes it genuinely fun for side-by-side comparison and brainstorming. But as a GUI-only app with no CLI or API, its role stays limited if your workflow is already automation-first.
ai-tools
Ghost OS is an MCP-based macOS automation platform that combines the Accessibility Tree with a visual model to control desktop interfaces at the system level. The concept is advanced, but full-device control also makes it a high-risk tool that deserves careful evaluation.
ai-tools
A social listening platform aimed at Chinese content platforms, but its most interesting contribution is ForumEngine: a multi-agent debate and arbitration design worth studying even if the product itself is not a fit.