AgentDesktop
AgentDesktop - a local Windows AI agent workbench built with PySide6. 61+ tools (web search, RAG, automation, voice ASR/TTS, video generation), agent loop with sub-agent parallel execution, model routing, permission engine.
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Per-day rates divide a measured star count by the days it covers: the interval between two snapshots for Rising fastest, the age of the repository for New and fast. They are not fixed 24-hour changes, and stars show interest, not quality.