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  **Shadowclaw** is a minimal, single‑binary personal AI agent written in C. It follows the *OpenClaw* philosophy: self‑hosted, tool‑using, persistent memory, and minimal dependencies. The core memory management uses **Tsoding's "shadow header" trick** (like `stb_ds` but for a growable arena). All data (conversation history, tool definitions, results) lives inside a single `realloc`‑ed memory block with a hidden header. The agent communicates with a local LLM (Ollama) via curl, can execute shell commands, read/write files, perform HTTP GET, and evaluate simple math expressions. State is automatically saved to disk after every interaction.
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  ## Repository Structure
 
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  **Shadowclaw** is a minimal, single‑binary personal AI agent written in C. It follows the *OpenClaw* philosophy: self‑hosted, tool‑using, persistent memory, and minimal dependencies. The core memory management uses **Tsoding's "shadow header" trick** (like `stb_ds` but for a growable arena). All data (conversation history, tool definitions, results) lives inside a single `realloc`‑ed memory block with a hidden header. The agent communicates with a local LLM (Ollama) via curl, can execute shell commands, read/write files, perform HTTP GET, and evaluate simple math expressions. State is automatically saved to disk after every interaction.
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+ **Niche edge use cases:**
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+ RPi Zero/IoT: offline sensor scripts (shell + persistent shadow.bin)
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+ Air-gapped systems: USB-stick local LLM agent (file/HTTP/math)
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+ Embedded routers: 100-200KB network automation (low-mem Linux)
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+ Low-power edge nodes: self-hosted persistent AI, no cloud.
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  ## Repository Structure