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-**Small, Deterministic Blocks**: Give agents composable tools (Click, Screenshot), not magic buttons.
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-**Self-Healing Errors**: Return actionable errors that include context and potential fixes.
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-**Human-Agent Collaboration**: Output must be readable by machines (structured) AND humans (summaries).
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-**Progressive Complexity**: Tools should be simple by default (high-level actions) but offer advanced optional arguments for power users.
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-**Reference over Value**: for heavy assets (screenshots, traces, videos), return a file path or resource URI, never the raw data stream. Some MCP clients support a built-in handling of heavy assets e.g. directly displaying images. This _could_ be an exception.
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