Coordinate background agents through saved files, keeping lengthy work transcripts out of the main conversation. It defines how to pass results between agents, monitor progress, and verify completed work with tests.

• Keeping long agent transcripts out of the main conversation
• Passing research and plans between agents through files
• Checking for stalled background agents

Delegate implementation, file reading, and testing to separate agents, then bring concise summaries back to the main conversation. The rules explain when delegation helps and when a small edit is better handled directly.

• Implementing a feature across multiple files
• Completing a specific phase of an implementation plan
• Delegating feature development and testing

Organize implementation work across research, planning, validation, implementation, and review agents. Each stage passes files to the next, while implementation starts with failing tests and the main conversation coordinates the workflow.

• Dividing implementation work among specialized agents
• Checking a plan against research before implementation
• Writing failing tests before implementing changes

Connect Agentica SDK agents to Claude Code CLI through a proxy, an intermediary server. Use setup and debugging guidance to address file permissions, streamed responses, result formatting, and agents reporting success without performing the requested operations.

• Connecting Agentica agents to Claude Code tools
• Investigating file write and edit permission errors
• Debugging streaming and REPL response formats

Consult Agentica APIs when building workflows where multiple AI agents cooperate. This reference covers eleven coordination patterns, agent tracking, shared state, handoffs, and ways to combine results, with pointers to detailed API specifications.

• Choose a coordination pattern for multiple agents
• Check pattern constructors and methods
• Implement custom coordination patterns

Write clearer instructions for Agentica and REPL agents by specifying roles, file operations, and output formats. Includes templates for dividing research, coordinating specialists, reviewing solutions, and passing results between agents through files.

• Clarifying instructions for reading and editing files
• Dividing research among multiple agents
• Passing findings and plans between agents