Synthesize multi-source research with verification
researchworkflowsetup L3★0
Adam077K/Beamix ↗What it does
Beamix T5 research workflow — decomposes a question into sub-questions, runs a multi-modal parallel sweep (each researcher blind to the others), adversarially verifies every load-bearing claim, then synthesizes a confidence-rated, fully-sourced brief. Every claim carries a URL + date; nothing is invented.
Best for
Exploratory research with parallel hypothesis agents and cross-check synthesis.
Inputs
- · structured data
Outputs
- · analysis results
Requires
- · Claude Code agent runtime (parallel/fan-out)
- · subagent execution
- · JSON schema validation
Preconditions
- · Artifact must conform to specified schema
- · Claude Code workflow harness
Failure modes
- · File conflicts if fix groups overlap
- · Agent returns data not matching schema → structured rejection
Trust signals
- · Structured schema enforcement
- · Explicit concurrency isolation (disjoint files/resources)
- · Adversarial cross-check phase
- · Independent verification lens