@MinLiBuilds: Workflow has 6 forms. I found the original prompt and placed it in the comments. The six forms are: Classify and Execute: a classifier agent determines the task type, routing to different agents or behaviors accordingly; also can determine the output classification upon task completion. …

Workflow has 6 forms. I found the original prompt and placed it in the comments. The six forms are: Classify and Execute: a classifier agent determines the task type, routing to different agents or behaviors accordingly; also can determine the output classification upon task completion. Fan-out and Consolidate: break the task into many smaller steps, run an agent for each step, then consolidate all results. This pattern is especially useful when many steps benefit from a clean, interference-free context window. The consolidation step acts as a barrier, waiting for all fanned-out agents to complete before merging their structured outputs. Adversarial Validation: for each generated agent, run a separate agent to adversarially validate its output against a rubric or judgment criteria. Generate and Filter: first generate multiple ideas on a topic, then filter them based on a rubric or validation, deduplicating and keeping only the highest quality, verified ones. Tournament: let N agents compete against each other on the same task using different methods, rather than dividing the work. Paired judging agents determine the winners until only one remains. Loop Until Done: for tasks with unknown effort, continuously generate agents until a stopping condition is met, such as no new discoveries or no errors in logs, instead of using a fixed number of passes.