First-Run Runtime
The first-run runtime does the first pass. Kybernis saves the skill.
Use the runtime layer for first-run and low-confidence reroute reasoning, then let Kybernis save the approved skill for next time.
First-Run Runtime
Does the work once. Handles low-confidence reroute.
Kybernis Core
Saves the approved path as a reusable skill.
Pipedream Tool Fabric
Gives skills access to real tools.
Inside
What this page covers
Use the runtime layer for first-run and low-confidence reroute reasoning, then let Kybernis save the approved skill for next time.
First-run reasoning
Low-confidence reroute
Planner
Slot extractor
Tool architect
Skill proposal
Human approval
Replay
Next step
What work should Kybernis learn first?
Start with one typical request. Let the agent do the work once. Approve the skill for next time.