cyberneticlibrary

Ground project in verified research

kmaz-researchworkflowsetup L30
kmazanec/dotmaz
What it does

kmaz research workflow

Best for

Adversarial research workflows that gather, refute, and converge on verified claims.

Inputs
  • · args (object)
  • · prompt (string)
  • · JSON schema
Outputs
  • · JSON
Requires
  • · Claude AI
  • · File I/O
  • · Workflow executor (parallel)
  • · Workflow executor (pipeline)
Preconditions
  • · Workflow runtime configured
  • · API credentials available
  • · Claude API access
Failure modes
  • · Claude context window exceeded
  • · File not found or permission denied
  • · Agent timeout or network error
  • · Concurrent execution conflict
Trust signals
  • · Sourced from repo: kmazanec/dotmaz
  • · Exports canonical meta object (Workflow spec-compliant)
  • · Uses JSON schema validation