cyberneticlibrary

Extract and merge literature review

paper-review-literatureworkflowsetup L30
DawnEver/ai-agents
What it does

Parallel literature review — extract refs, search IEEE, profile authors, merge i

Best for

Use when workflow operations need paper review literature.

Inputs
  • · args object with workflow parameters
Outputs
  • · structured JSON with findings or results
Preconditions

Valid args; agent dispatch configured; schema validation enabled

Failure modes
  • · Invalid or missing args
  • · Agent dispatch error
  • · Schema validation failure
  • · Token budget exceeded
  • · Barrier/gate failure
Trust signals
  • · Structured output schemas
  • · Multi-phase barriers
  • · Adversarial verification
  • · Specialized agent lenses