cyberneticlibrary

Improve toolkit with continuous evaluation

toolkit-improvementworkflowsetup L4393
notque/vexjoy-agent
What it does

Toolkit continuous-improvement pipeline as a deterministic native Workflow: EVAL

Best for

Multi-phase orchestration with agent parallelism and structured verification.

Outputs
  • · result object
Requires
  • · parallel task execution
  • · multi-agent dispatch
Preconditions

Scope context and roster with agent type specs

Failure modes
  • · Agent failure or schema validation error
Trust signals
  • · Independent verification/gating steps