RagCode Agents

RagCode orchestrates multiple AI agents (codex, claude, gemini, grok, or any CLI configured in .ragcode/agents/agents.json) through a validated DAG workflow. A user describes a collaboration pattern in natural language; you generate a workflow spec as JSON data; RagCode validates and executes it with review gates, bounded fix loops, and an append-only run ledger.

This is NOT a fixed "claude + codex parallel consult" command. The architecture supports arbitrary role-to-agent assignment, serial and parallel stages, review/fix loops, and explicit write permissions.

When to use

• User describes a multi-agent collaboration → generate a workflow spec.
• User wants plan → implement → review with different agents → workflow with a review gate.
• User names specific agents for specific roles ("let Gemini plan, Codex implement") → preserve their assignment.
• User wants to run a previously-defined workflow → ragcode agents run.