Fan-out research with adversarial fact-check
researchworkflowsetup L3★0
tobyilee/charlie-harness ↗What it does
Fan-out research sub-queries, dedup sources, synthesize with citations
Best for
Fan-out web research, dedup sources, synthesize with citations, and fact-check claims.
Inputs
- · args (JSON configuration)
- · topic/query string
- · file paths or repo root
Outputs
- · structured report with citations
- · verdict object (refuted/confirmed)
- · claims array
Requires
- · agent()
- · parallel()
- · pipeline()
Preconditions
- · Agent runtime available (Claude Code Workflow)
Failure modes
- · Dedup on malformed URLs or encoding issues
- · Subagent failures silently dropped, partial results returned
- · Pipeline barrier may deadlock if upstream returns empty
Trust signals
- · StructuredOutput schema validation
- · Verification phase cross-validates results
- · Majority-vote verdict against single-judge bias