Extract evidence from research papers
fieldatlas-deepreadworkflowsetup L2★0
kayadibi1/fieldatlas ↗What it does
adversarially validate deepread
Best for
Literature review requiring faithful extraction with verbatim evidence from long academic papers.
Inputs
- · {codexOutput?, opencodeOutput?, priorRoundFindingCount?, roundNum?}
- · [{canonical_id, title, md_path}]
- · {topic: string, answers?: [{question, answer}]}
Outputs
- · Structured knowledge records
- · Drafted specification document
Requires
- · Read tool
- · Claude API (subagent)
Preconditions
- · Academic paper in markdown
Failure modes
- · Unable to parse freeform output (parse phase failure)
- · Skeptic cannot verify claims (inconclusive verdict)
- · Agent cannot access required files
Trust signals
- · Skeptic agent independently verifies claims
- · Explicit hard constraints documented in prompt
- · Evidence spans required to be exact verbatim quotes
- · Cross-reviewer deduplication implemented