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You are tasked with writing a handoff document to hand off your work to another agent in a new session. You will create a handoff document that is thorough, but also concise. The…
Search GitHub code, repositories, issues, and pull requests with flexible filtering. \n \n Four search types: code, repositories, issues, and pull requests, each with full GitHub…
Build AI agents in Python using the Agentica framework. Agents can implement functions, maintain state, use tools, and coordinate with each other.
Orchestrate TDD migrations with agents doing all work. Main context stays clean.
When working with Agentica's async REPL harness for testing.
When building infrastructure components, ensure they're actually invoked in the execution path.
Strict TDD workflow: tests first, then implementation.
Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code.
Structured release preparation to ship with confidence.