Build Hydro-Quota decision engine

[DeborahRamMozes]

Goal

Build the decision engine for BP-HYDRO-001 / Hydro-Syntactic AI.

Required Decisions

execute_full
use_cache
use_smaller_model
compress_output
delay_or_batch
reroute_low_water
throttle
refuse
emergency_override

Logic

The engine should evaluate:

cache availability
model sufficiency
output length necessity
water budget
water stress index
urgency
latency tolerance

Output

Return a decision object:

{
  "decision": "compress_output",
  "model_selected": "medium",
  "estimated_water_L": 0.0,
  "reason": "Low urgency task. Output excessive. Medium model sufficient."
}

Black Paper Rule

The machine should not generate first and apologize later. Count first.