and may never touch the runtime delegate-skill-pack grill · plan · tdd · review · sweep
the spine
gates decide
a model proposes,
deterministic gates dispose schema · tier · citation · replay
cv engine
tailored
every pack testable, repeatable
private system
Vault
autopilot grades, a human sends
retrieval
grounded
cites or abstains, now over MCP
feedback loop
triagepilot
a schema gate ends every triage
optimisation
weight optimiser
abaqus checks every candidate
generative
Seedstitch
same seed, same design
reinforcement
Hokm RL
self-play under hidden hands
deterministic gates dispose schema · tier · citation · replay