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Agentic Capabilities

ai-engineering agent-design

The configurable building blocks of an AI coding agent: instructions, rules, memory, tools, skills, and hooks.

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Definition

Agentic capabilities are the mechanisms you configure to shape how an agent behaves. Instructions and rules load passive context. Memory persists learnings across sessions. Tools give the agent functions to call. Skills define reusable workflows. Hooks intercept tool calls and enforce constraints. Each capability shapes what the model sees in the context window or how the harness executes around it.

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Source

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