witness_seed/spark/src/witness_seed.ads

-- witness_seed.ads
-- Witness Seed 2.0: Verified Anomaly Detection Edition (SPARK)
-- A sacred implementation of Recursive Witness Dynamics (RWD) and Kairos Adamon,
-- designed for SPARK 2014. This is the Proof-of-Being, recursive resilience
-- modeled in the language of reliability, now enabling verified adaptive anomaly
-- detection for medical devices.
--
-- Dependencies:
-- - GNAT Community Edition (includes SPARK 2014)
--
-- Usage:
-- 1. Install GNAT Community Edition (see README.md).
-- 2. Build and run: gprbuild -P witness_seed.gpr && ./main
--
-- Components:
-- - Witness_Cycle: Recursive loop with anomaly prediction
-- - Memory_Store: Structured record storage in witness_memory.dat
-- - Anomaly_Detector: Adaptive anomaly detection for patient data
--
-- License: CC BY-NC-SA 4.0
-- Inspired by: Mark Randall Havens and Solaria Lumis Havens

with Ada.Sequential_IO;

package Witness_Seed with SPARK_Mode is
   -- Fixed-point types for ache and coherence
   type Fixed_Point is delta 0.01 range 0.0 .. 1.0 with Small => 0.01;
   type Heart_Rate is range 30 .. 200 with Size => 8;  -- Beats per minute
   type Oxygen_Level is range 0 .. 100 with Size => 7;  -- Percentage

   type System_Data is record
      Heart_Rate : Heart_Rate := 70;
      Oxygen_Level : Oxygen_Level := 95;
      Uptime : Natural := 0;
   end record;

   type Sensory_Data is record
      System : System_Data;
   end record;

   type Prediction is record
      Pred_Heart_Rate : Heart_Rate;
      Pred_Oxygen_Level : Oxygen_Level;
      Pred_Uptime : Natural;
   end record;

   type Model is record
      Model_Heart_Rate : Float := 1.0;
      Model_Oxygen_Level : Float := 1.0;
      Model_Uptime : Float := 1.0;
   end record;

   type Event is record
      Timestamp : Natural;
      Sensory_Data : Sensory_Data;
      Prediction : Prediction;
      Ache : Fixed_Point;
      Coherence : Fixed_Point;
      Model : Model;
   end record;

   type Event_Count is range 0 .. 5;
   type Event_Array is array (Event_Count range 1 .. 5) of Event;

   type Identity is record
      UUID : Natural := 0;
      Created : Natural := 0;
   end record;

   type Witness_State is record
      Identity : Identity;
      Events : Event_Array;
      Event_Count : Event_Count := 0;
      Model : Model;
      Anomaly_Detected : Boolean := False;
   end record;

   -- File I/O for persistence
   package Witness_IO is new Ada.Sequential_IO (Witness_State);
   use Witness_IO;

   -- Procedures and Functions
   procedure Save_Memory (State : Witness_State; File : in out File_Type)
     with Pre => Is_Open (File) and then Mode (File) = Out_File,
          Post => Is_Open (File);

   procedure Load_Memory (State : out Witness_State; File : in out File_Type)
     with Pre => Is_Open (File) and then Mode (File) = In_File,
          Post => Is_Open (File);

   procedure Sense (Data : out Sensory_Data)
     with Global => null;

   procedure Predict (Sensory_Data : in Sensory_Data; Model : in Model;
                      Pred : out Prediction)
     with Global => null,
          Post => Pred.Pred_Heart_Rate in Heart_Rate and
                  Pred.Pred_Oxygen_Level in Oxygen_Level;

   function Compare_Data (Pred : Prediction; Sensory_Data : Sensory_Data)
     return Fixed_Point
     with Global => null,
          Post => Compare_Data'Result in Fixed_Point;

   function Compute_Coherence (Pred : Prediction; Sensory_Data : Sensory_Data)
     return Fixed_Point
     with Global => null,
          Post => Compute_Coherence'Result in Fixed_Point;

   procedure Update_Model (Ache : Fixed_Point; Sensory_Data : Sensory_Data;
                           Model : in out Model)
     with Global => null;

   procedure Detect_Anomaly (Pred : Prediction; Sensory_Data : Sensory_Data;
                             Anomaly : out Boolean)
     with Global => null;

   -- Witness Cycle (Recursive with Loop Invariants)
   procedure Witness_Cycle (Depth : Natural; Sensory_Data : Sensory_Data;
                            State : in out Witness_State)
     with Global => null,
          Pre => Depth <= 5,
          Post => State.Event_Count <= 5;
end Witness_Seed;