pub(all) struct PromptMessage {
  role : PromptRole
  content : String
} derive(Eq, ToJson, 
@moonbitlang/core/debug.Debug
Debug, 
@moonbitlang/core/json.FromJson
FromJson)

pub(all) struct PromptPacket {
  stage : 
@vectie/moonfish/routine.ModelStage
ModelStage
  schema_id : String
  messages : Array[PromptMessage]
  sections : Array[PromptSection]
  required_tools : Array[String]
} derive(Eq, ToJson, 
@moonbitlang/core/debug.Debug
Debug, 
@moonbitlang/core/json.FromJson
FromJson)

pub(all) enum PromptRole {
  System
  User
} derive(Eq, ToJson, 
@moonbitlang/core/debug.Debug
Debug, 
@moonbitlang/core/json.FromJson
FromJson)

pub(all) struct PromptSection {
  title : String
  body : String
} derive(Eq, ToJson, 
@moonbitlang/core/debug.Debug
Debug, 
@moonbitlang/core/json.FromJson
FromJson)

pub(all) struct Stage1PromptInput {
  request : 
@vectie/moonfish/routine.RoutineRequest
RoutineRequest
  features : 
@vectie/moonfish/domain.MarketFeatureFrame
MarketFeatureFrame
  hints : 
@vectie/moonfish/domain.Stage1FeatureHints
Stage1FeatureHints
} derive(Eq, ToJson, 
@moonbitlang/core/debug.Debug
Debug, 
@moonbitlang/core/json.FromJson
FromJson)

pub(all) struct Stage2PromptInput {
  request : 
@vectie/moonfish/routine.RoutineRequest
RoutineRequest
  diagnosis : 
@vectie/moonfish/domain.Stage1Diagnosis
Stage1Diagnosis
  strategy_files : Array[String]
  experience_memories : Array[
@vectie/moonfish/memory.ExperienceMemoryEntry
ExperienceMemoryEntry]
} derive(Eq, ToJson, 
@moonbitlang/core/debug.Debug
Debug, 
@moonbitlang/core/json.FromJson
FromJson)

fn assemble_stage1_prompt(input : Stage1PromptInput) -> PromptPacket

fn assemble_stage2_prompt(input : Stage2PromptInput) -> PromptPacket

fn decision_summary(decision : 
@vectie/moonfish/domain.Stage2Decision
Stage2Decision) -> PromptSection

fn prompt_message(role : PromptRole, content : String) -> PromptMessage

fn prompt_packet(stage : 
@vectie/moonfish/routine.ModelStage
ModelStage, schema_id : String, sections : Array[PromptSection], required_tools : Array[String]) -> PromptPacket

fn prompt_section(title : String, body : String) -> PromptSection

fn render_sections(sections : Array[PromptSection]) -> String

fn stage1_prompt_input(request : 
@vectie/moonfish/routine.RoutineRequest
RoutineRequest, features : 
@vectie/moonfish/domain.MarketFeatureFrame
MarketFeatureFrame, hints : 
@vectie/moonfish/domain.Stage1FeatureHints
Stage1FeatureHints) -> Stage1PromptInput

fn stage2_prompt_input(request : 
@vectie/moonfish/routine.RoutineRequest
RoutineRequest, diagnosis : 
@vectie/moonfish/domain.Stage1Diagnosis
Stage1Diagnosis, strategy_files : Array[String], experience_memories? : Array[
@vectie/moonfish/memory.ExperienceMemoryEntry
ExperienceMemoryEntry]) -> Stage2PromptInput