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Context and Capability Model

Talon distinguishes durable context from the capabilities an agent may activate or execute.

Relationship map

Sessions supply history, Files supply durable context and artifacts, Skills package reusable instructions, and policy-controlled tools or sandboxes supply executable capability.

Read in order

  1. Memory, Files, and Artifacts
  2. Skills
  3. Tools, MCP, and Sandboxes

Start with Memory, Files, and Artifacts to understand durable context, then continue to Skills and tools for execution capability.

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