implement-universal

To implement a task ticket in a single conversation without subagents, use a single-context, role-guided framework that sequentially transitions you through Software Engineer and Tester roles, driving the complete workflow from start to finish.

A single-context workflow for workshop task implementation is a framework that enables completing a task ticket within one continuous session, eliminating multiple subagent calls and streamlining the coding and verification process.

Yes, you can use a role-guided workflow in environments lacking subagent dispatch. It is specifically designed for any harness without dedicated subagent orchestration, allowing efficient task implementation and verification.

You guide code implementation and testing sequentially without external subagents by adopting the Software Engineer role to write code and then transitioning to the Tester role to verify it, all within a single unified conversation session.

Use a single-conversation framework instead of subagent orchestration in workshop settings or environments with limited subagent support, where you want to streamline implementation and avoid the overhead of dispatching multiple external subagents.