Module: Legion::Extensions::Synapse::Runners::Propose

Includes:
Helpers::Lex
Included in:
Actor::Propose, Client, Evaluate
Defined in:
lib/legion/extensions/synapse/runners/propose.rb

Constant Summary collapse

PAIN_CORRELATION_THRESHOLD = 
3

Instance Method Summary collapse

Instance Method Details

#propose_proactive ⇒ Object 



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# File 'lib/legion/extensions/synapse/runners/propose.rb', line 38

def propose_proactive
  Data::Model.define_synapse_model
  Data::Model.define_synapse_proposal_model
  Data::Model.define_synapse_signal_model
  return { proposals: [] } unless Helpers::Proposals.proactive?

  settings = Helpers::Proposals.settings
  max_per_run = settings[:max_per_run] || 3
  all_proposals = []

  Data::Model::Synapse.where(status: 'active').all.each do |synapse|
    next unless Helpers::Confidence.can_self_modify?(synapse.confidence)

    count = 0
    proposal = analyze_success_rate(synapse, settings)
    if proposal
      all_proposals << proposal
      count += 1
    end

    if count < max_per_run
      proposal = analyze_payload_drift(synapse, settings)
      if proposal
        all_proposals << proposal
        count += 1
      end
    end

    if count < max_per_run
      proposal = analyze_routing(synapse)
      all_proposals << proposal if proposal
    end
  end

  { proposals: all_proposals }
end

#propose_reactive(synapse:, payload:, signal_id:, attention_result:, transform_result:, transformer_client: nil) ⇒ Object 



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# File 'lib/legion/extensions/synapse/runners/propose.rb', line 16

def propose_reactive(synapse:, payload:, signal_id:, attention_result:, transform_result:,
                     transformer_client: nil)
  Data::Model.define_synapse_proposal_model
  return { proposals: [] } unless Helpers::Proposals.reactive?
  return { proposals: [] } unless transformer_client

  proposals = []

  # Trigger 1: No transform template exists
  proposals << propose_llm_transform(synapse, payload, signal_id, transformer_client) if synapse.transform.nil? || synapse.transform.to_s.strip.empty?

  # Trigger 2: Transform failed
  if transform_result[:success] == false && synapse.transform && !synapse.transform.to_s.strip.empty?
    proposals << propose_transform_fix(synapse, payload, signal_id, transform_result, transformer_client)
  end

  # Trigger 3: Pain correlation — attention passed but recent downstream failures
  proposals << propose_attention_adjustment(synapse, payload, signal_id, transformer_client) if attention_result[:passed] && pain_pattern?(synapse)

  { proposals: proposals.compact }
end