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nexau-evolution-guide

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NexAU agent evolution reference for a simple starting agent. Use when adding tools, middleware, sub-agents, or skills during evolution. Covers all available components, YAML config schema, and creation guides. Reference docs in reference/ for deep dives.

agents/evolve_agent/skills/nexau-evolution-guide/SKILL.md

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# NexAU Evolution Guide — Simple Agent Starting Point

The code agent starts **simple**: a single `run_shell_command` tool, no middleware, no skills, no sub-agents. Evolution progressively adds components to improve performance. This guide covers **what you can add** and **how to add it**.

## Current Agent Baseline

```yaml
# workspace/code_agent.yaml (starting state)
type: agent
tools:
  - name: run_shell_command
    yaml_path: ./tool_descriptions/run_shell_command.tool.yaml
    binding: tools.shell_tools:run_shell_command
# No middleware, no skills, no sub_agents
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