cyberneticlibrary

Research topics across multiple sources

researchworkflowsetup L31
robotlearning123/open-dynamic-workflow
What it does

Sweep multi-modal sources, deep-read extracts, synthesize research report

Best for

Synthesizing evidence on academic/technical topics when you need multi-modality (text+code+data) sweep plus two-stage extraction-enrichment pipeline.

Inputs
  • · [object Object]
Outputs
  • · [object Object]
Requires
  • · literature search
  • · code repo search
  • · dataset search
Preconditions

Topic specified; agents can access text/code/data sources

Failure modes

Limited access to specialized corpora; modalities may have uneven coverage

Trust signals
  • · parallel sweep across 3 modalities
  • · two-stage deep-read pipeline
  • · modality-tagged evidence in synthesis