cyberneticlibrary

Deep research with adversarial verification

deep-researchworkflowsetup L30
cetej/STOPA
What it does

Execute multi-source, adversarially-verified deep research with fallback to aggregation

Best for

Producing a cited, high-confidence research report when sources include anti-bot paywalls (WebSearch aggregation fallback).

Inputs
  • · research_question
  • · search_angles
Outputs
  • · verified_report
  • · cited_claims
  • · confidence_ratings
Requires
  • · WebSearch
  • · WebFetch
  • · adversarial_verifiers
Preconditions

Research question is specific; web sources accessible; 403 fallback configured

Failure modes
  • · Anti-bot blocks
  • · Empty search results
  • · Verification quorum not met
  • · Citation chain broken
Trust signals
  • · 3-vote adversarial verification
  • · WebSearch fallback for 403s
  • · Aggregated claims tagged [INFERRED]
  • · 5 search angles