cyberneticlibrary

Research and verify specificity audit methodology

step3-specificity-methodologyworkflowsetup L30
AnshumanAtrey/cancer-recog-apoptosis
What it does

Audit therapeutic window specificity

Best for

Auditing bispecific therapeutic window via parallel research, synthesis, and adversarial critique.

Inputs
  • · {repo, pr_number, branch}
Outputs
  • · {summary: string, results: array}
Requires
  • · pandas, scanpy
  • · multi-agent orchestration
  • · GTEx/HPA API
Preconditions
  • · GitHub repo with open PR
Failure modes
  • · one parallel agent fails -> cascade
  • · output fails JSON schema validation
Trust signals
  • · Citation/reference tracking built-in
  • · Built-in adversarial verification step
  • · Worktree isolation with cherry-pick (no merge)
  • · Explicit JSON schemas with required fields