Divide the research, keep the result connected.
Some questions are clearer when independent lines of research run separately. The orchestration skill helps an agent assign focused briefs, collect evidence and assemble a reviewed result in Memrain.
Illustrative request
Research these three topics independently, then combine the findings with references and remaining disagreements.
The coordinating agent scopes each research task, gathers the returned findings and checks the final synthesis. Failed or incomplete branches remain visible instead of disappearing from the answer.
Illustrative scenario, not a live product result.Give each worker a narrow question
A useful brief identifies the question, sources, permitted tools and expected output. Read-only research workers can examine existing memory without changing it. A final aggregation step compares their findings and files the approved result rather than leaving disconnected answers.
Match the work to its execution path
Reasoning tasks use the agent runtime’s workers. Supported server operations can instead use Memrain’s durable job queue, with structured progress, logs and retry controls. The queue accepts registered job kinds; it is not a general shell executor.
- Focused research briefs
- Visible status and unresolved branches
- One reviewed synthesis with source references
How it runs
The connected agent needs a worker runtime for parallel research and the relevant Memrain tools. Queue operations require suitable operator access. Define scope and usage limits before starting, then verify the saved deliverable before treating the work as complete.
Keep the context. Move the work forward.
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