DedrooM is a lightweight proxy that automatically: Detects and blocks repetitive failing tool calls Intelligently mutates strategies using self-healing (new approach when stuck) Compresses bloated tool outputs (70-94% reduction in many cases) Just run: Bashpip install dedroom eval "$(dedroom init)" Key Features: dedroom init -> background proxy + shell setup Self-healing -> mutations on loops Real-time dashboard + savings report Works with Claude, OpenAI, DeepSeek, Ollama, OpenCode.