Module: Legion::Gaia::PhaseWiring

Extended by:
Logging::Helper
Defined in:
lib/legion/gaia/phase_wiring.rb

Overview

rubocop:disable Metrics/ModuleLength

Constant Summary collapse

PHASE_MAP = 
{
  sensory_processing: { ext: :Attention, runner: :Attention, fn: :filter_signals },
  emotional_evaluation: { ext: :Emotion, runner: :Valence,       fn: :evaluate_valence },
  memory_retrieval: { ext: :Memory, runner: :Traces, fn: :retrieve_and_reinforce },
  knowledge_retrieval: { ext: :Apollo, runner: :Request, fn: :retrieve },
  identity_entropy_check: { ext: :Identity, runner: :Identity, fn: :check_entropy },
  working_memory_integration: [
    { ext: :Curiosity, runner: :Curiosity,   fn: :detect_gaps },
    { ext: :Synapse,   runner: :GaiaReport,  fn: :gaia_summary }
  ],
  procedural_check: { ext: :Coldstart, runner: :Coldstart, fn: :coldstart_progress },
  prediction_engine: { ext: :Prediction, runner: :Prediction, fn: :predict },
  mesh_interface: { ext: :Mesh, runner: :Mesh, fn: :mesh_status },
  social_cognition: { ext: :Social, runner: :Social, fn: :update_social },
  theory_of_mind: { ext: :Social, runner: :TheoryOfMind, fn: :update_theory_of_mind },
  gut_instinct: { ext: :Emotion, runner: :Gut, fn: :gut_instinct },
  action_selection: { ext: :Volition, runner: :Volition, fn: :form_intentions },
  memory_consolidation: { ext: :Memory, runner: :Consolidation, fn: :decay_cycle },
  homeostasis_regulation: { ext: :Homeostasis, runner: :Homeostasis, fn: :regulate },
  post_tick_reflection: [
    { ext: :Reflection, runner: :Reflection,  fn: :reflect },
    { ext: :Synapse,    runner: :GaiaReport,  fn: :gaia_reflection },
    { ext: :Detect,     runner: :TaskObserver, fn: :observe }
  ],

  # Dream cycle phases
  memory_audit: { ext: :Memory, runner: :Traces, fn: :retrieve_ranked },
  association_walk: { ext: :Memory, runner: :Consolidation, fn: :hebbian_link },
  contradiction_resolution: { ext: :Conflict, runner: :Conflict, fn: :active_conflicts },
  agenda_formation: { ext: :Curiosity, runner: :Curiosity, fn: :form_agenda },
  curiosity_execution: { ext: :Curiosity, runner: :Curiosity, fn: :self_inquire },
  consolidation_commit: { ext: :Memory, runner: :Consolidation, fn: :migrate_tier },
  knowledge_promotion: { ext: :Apollo, runner: :Knowledge, fn: :handle_ingest },
  dream_reflection: { ext: :Reflection, runner: :Reflection, fn: :reflect },
  partner_reflection: [
    { ext: :Social, runner: :Attachment, fn: :reflect_on_bonds },
    { ext: :Social, runner: :Calibration, fn: :sync_partner_knowledge }
  ],
  dream_narration: { ext: :Narrator, runner: :Narrator, fn: :narrate },

  # lex-agentic-imagination
  dream_cycle: { ext: :Dream,        runner: :DreamCycle, fn: :execute_dream_cycle },
  creativity_tick: { ext: :Creativity, runner: :Creativity, fn: :creative_tick },
  lucid_dream: { ext: :Lucidity, runner: :CognitiveLucidity, fn: :begin_dream },

  # lex-agentic-defense
  epistemic_vigilance: { ext: :EpistemicVigilance, runner: :EpistemicVigilance, fn: :assess_epistemic_claim },

  # lex-agentic-inference
  predictive_processing: { ext: :PredictiveProcessing, runner: :PredictiveProcessing, fn: :predict_from_model },
  free_energy: { ext: :FreeEnergy, runner: :FreeEnergy, fn: :minimize_free_energy },

  # lex-agentic-self
  metacognition: { ext: :Metacognition, runner: :Metacognition, fn: :introspect },
  default_mode_network: { ext: :DefaultModeNetwork, runner: :DefaultModeNetwork,
                          fn: :generate_idle_thought },

  # lex-agentic-executive
  prospective_memory: { ext: :ProspectiveMemory, runner: :ProspectiveMemory, fn: :monitor_intention },

  # lex-agentic-language
  inner_speech: { ext: :InnerSpeech, runner: :InnerSpeech, fn: :inner_speak },

  # lex-agentic-integration
  global_workspace: { ext: :GlobalWorkspace, runner: :GlobalWorkspace, fn: :run_competition }
}.freeze
PHASE_ARGS = 
{
  sensory_processing: lambda { |ctx|
    { signals: ctx[:signals] || [],
      active_wonders: ctx.dig(:prior_results, :agenda_formation, :agenda) || [] }
  },
  emotional_evaluation: lambda { |ctx|
    { signal: ctx[:current_signal] || {}, source_type: :ambient,
      human_observations: partner_observations_from(ctx) }
  },
  memory_retrieval: lambda { |ctx|
    return { skip: true, reason: :idle_no_signals } if Array(ctx[:signals]).empty?

    { limit: knowledge_setting(:memory_retrieval_limit, 10) }
  },
  knowledge_retrieval: lambda { |ctx|
    current_signal = ctx[:signals]&.last
    memory_results = ctx.dig(:prior_results, :memory_retrieval)
    skip_threshold = knowledge_setting(:memory_skip_threshold, 0.8)

    if current_signal.nil? || (memory_results.is_a?(Hash) &&
       memory_results[:traces]&.any? { |t| t[:strength].to_f > skip_threshold })
      return { skip: true }
    end

    {
      text: current_signal[:value] || current_signal[:content] || current_signal.to_s,
      limit: knowledge_setting(:retrieval_limit, 5),
      min_confidence: knowledge_setting(:retrieval_min_confidence, 0.3),
      tags: current_signal[:tags]
    }
  },
  identity_entropy_check: ->(_ctx) { {} },
  procedural_check: ->(_ctx) { {} },
  prediction_engine: lambda { |ctx|
    return { skip: true, reason: :idle_no_signals } if Array(ctx[:signals]).empty?

    { mode: :functional_mapping, context: ctx[:prior_results] || {} }
  },
  mesh_interface: ->(_ctx) { {} },
  social_cognition: lambda { |ctx|
    if Array(ctx[:signals]).empty? && partner_observations_from(ctx).empty?
      return { skip: true,
               reason: :idle_no_signals }
    end

    { tick_results: ctx[:prior_results] || {},
      human_observations: partner_observations_from(ctx) }
  },
  theory_of_mind: lambda { |ctx|
    if Array(ctx[:signals]).empty? && partner_observations_from(ctx).empty?
      return { skip: true,
               reason: :idle_no_signals }
    end

    { tick_results: ctx[:prior_results] || {},
      human_observations: partner_observations_from(ctx) }
  },
  gut_instinct: ->(ctx) { { valences: ctx[:valences] || [] } },
  action_selection: lambda { |ctx|
    { tick_results: ctx[:prior_results] || {},
      cognitive_state: build_cognitive_state(ctx[:prior_results] || {}),
      bond_state: bond_state_from(ctx) }
  },
  working_memory_integration: ->(ctx) { { prior_results: ctx[:prior_results] || {} } },
  memory_consolidation: ->(_ctx) { { maintenance: false } },
  homeostasis_regulation: ->(ctx) { { tick_results: ctx[:prior_results] || {} } },
  post_tick_reflection: lambda { |ctx|
    { tick_results: ctx[:prior_results] || {}, since: observer_cursor_from(ctx) }
  },
  memory_audit: ->(_ctx) { { limit: knowledge_setting(:memory_audit_limit, 20) } },
  association_walk: lambda { |ctx|
    audit = ctx.dig(:prior_results, :memory_audit)
    traces = audit.is_a?(Hash) ? audit[:traces] : nil
    traces = [] unless traces.is_a?(Array) && traces.size >= 2
    { trace_id_a: traces.dig(0, :trace_id), trace_id_b: traces.dig(1, :trace_id) }
  },
  contradiction_resolution: ->(_ctx) { {} },
  agenda_formation: ->(_ctx) { {} },
  curiosity_execution: ->(_ctx) { { max_wonders: 1 } },
  consolidation_commit: ->(_ctx) { {} },
  knowledge_promotion: lambda { |ctx|
    content = build_promotion_content(ctx[:prior_results] || {})
    return { skip: true } if content.nil?

    { content: content, content_type: :observation, tags: %w[dream_cycle promoted],
      source_agent: 'gaia', source_channel: 'dream_cycle' }
  },
  dream_reflection: ->(ctx) { { tick_results: ctx[:prior_results] || {} } },
  partner_reflection: lambda { |ctx|
    { tick_results: ctx[:prior_results] || {},
      bond_summary: ctx.dig(:prior_results, :dream_reflection) || {} }
  },
  dream_narration: lambda { |ctx|
    { tick_results: ctx[:prior_results] || {}, cognitive_state: { source: :dream } }
  },

  # lex-agentic-imagination
  dream_cycle: ->(_ctx) { {} },
  creativity_tick: ->(ctx)  { { tick_results: ctx[:prior_results] || {} } },
  lucid_dream: ->(_ctx) { { theme: :reflection, content: 'autonomous dream cycle' } },

  # lex-agentic-defense
  epistemic_vigilance: ->(_ctx) { { claim_id: nil } },

  # lex-agentic-inference
  predictive_processing: lambda { |ctx|
    { domain: ctx.dig(:prior_results, :memory_retrieval, :domain) || :general, context: {} }
  },
  free_energy: ->(_ctx) { { belief_id: nil, mode: :perceptual } },

  # lex-agentic-self
  metacognition: ->(ctx) { { tick_results: ctx[:prior_results] || {}, subsystem_states: {} } },
  default_mode_network: ->(_ctx) { {} },

  # lex-agentic-executive
  prospective_memory: ->(_ctx) { { intention_id: nil } },

  # lex-agentic-language
  inner_speech: lambda { |ctx|
    { content: ctx.dig(:prior_results, :action_selection, :goal).to_s, mode: :narrating, topic: :general }
  },

  # lex-agentic-integration
  global_workspace: ->(_ctx) { {} }
}.freeze

Class Method Summary collapse

Class Method Details

.active_phase_mapping(mapping, runner_instances) ⇒ Object 



424
425
426
427
428
429
430
 
# File 'lib/legion/gaia/phase_wiring.rb', line 424

def active_phase_mapping(mapping, runner_instances)
  instance_key = :"#{mapping[:ext]}_#{mapping[:runner]}"
  instance = runner_instances[instance_key]
  return unless instance

  { instance: instance, fn: mapping[:fn] }
end

.active_phase_mappings(value, runner_instances) ⇒ Object 



418
419
420
421
422
 
# File 'lib/legion/gaia/phase_wiring.rb', line 418

def active_phase_mappings(value, runner_instances)
  mappings_for(value).filter_map do |mapping|
    active_phase_mapping(mapping, runner_instances)
  end
end

.bond_state_from(ctx) ⇒ Object 



500
501
502
503
504
505
506
 
# File 'lib/legion/gaia/phase_wiring.rb', line 500

def bond_state_from(ctx)
  prior = ctx.dig(:prior_results, :partner_reflection)
  bond_state = prior.is_a?(Array) ? (prior.find { |item| item.is_a?(Hash) } || {}) : (prior || {})
  return bond_state if bond_state.is_a?(Hash) && !bond_state.empty?

  live_partner_reflection(ctx)
end

.build_cognitive_state(prior_results) ⇒ Object 



218
219
220
221
222
223
224
225
226
227
228
 
# File 'lib/legion/gaia/phase_wiring.rb', line 218

def build_cognitive_state(prior_results)
  {
    curiosity: extract_curiosity_state(prior_results),
    reflection: extract_reflection_state,
    prediction: extract_prediction_state(prior_results),
    mesh: extract_mesh_state(prior_results),
    trust: extract_trust_state(prior_results),
    emotion: extract_emotion_state(prior_results),
    gut: prior_results[:gut_instinct]
  }
end

.build_phase_handler(phase, value, runner_instances) ⇒ Object 



399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
 
# File 'lib/legion/gaia/phase_wiring.rb', line 399

def build_phase_handler(phase, value, runner_instances)
  return if value.nil?

  active = active_phase_mappings(value, runner_instances)
  return if active.empty?

  arg_builder = PHASE_ARGS[phase]
  lambda { |state:, signals:, prior_results:, **context|
    execute_phase_handler(
      active,
      arg_builder,
      state: state,
      signals: signals,
      prior_results: prior_results,
      context: context
    )
  }
end

.build_phase_handlers(runner_instances) ⇒ Object 



392
393
394
395
396
397
 
# File 'lib/legion/gaia/phase_wiring.rb', line 392

def build_phase_handlers(runner_instances)
  PHASE_MAP.each_with_object({}) do |(phase, value), handlers|
    handler = build_phase_handler(phase, value, runner_instances)
    handlers[phase] = handler if handler
  end
end

.build_promotion_content(prior_results) ⇒ Object 



486
487
488
489
490
491
492
493
494
495
496
497
498
 
# File 'lib/legion/gaia/phase_wiring.rb', line 486

def build_promotion_content(prior_results)
  parts = [
    extract_association(prior_results[:association_walk]),
    extract_conflicts(prior_results[:contradiction_resolution]),
    extract_consolidation(prior_results[:consolidation_commit]),
    extract_reflection(prior_results[:dream_reflection]),
    extract_agenda(prior_results[:agenda_formation])
  ].compact

  return nil if parts.empty?

  "Dream cycle synthesis: #{parts.join('. ')}"
end

.capture_tick_results(results) ⇒ Object 



211
212
213
214
215
216
 
# File 'lib/legion/gaia/phase_wiring.rb', line 211

def capture_tick_results(results)
  return unless results.is_a?(Hash)

  refl = results[:post_tick_reflection]
  @previous_reflection = refl if refl.is_a?(Hash) && refl[:status] != :skipped
end

.collect_valences(prior_results) ⇒ Object 



552
553
554
555
556
557
558
559
 
# File 'lib/legion/gaia/phase_wiring.rb', line 552

def collect_valences(prior_results)
  return [] unless prior_results.is_a?(Hash)

  valence_result = prior_results[:emotional_evaluation]
  return [] unless valence_result.is_a?(Hash) && valence_result[:valence]

  [valence_result[:valence]]
end

.core_library_runner(ext_sym, runner_sym) ⇒ Object 



305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
 
# File 'lib/legion/gaia/phase_wiring.rb', line 305

def core_library_runner(ext_sym, runner_sym)
  return nil unless Legion.const_defined?(ext_sym, false)

  mod = Legion.const_get(ext_sym, false)
  return nil unless mod.is_a?(Module)

  # Check flat runners (e.g., Legion::Apollo::Runners::Request)
  if mod.const_defined?(:Runners, false)
    runners_mod = mod.const_get(:Runners, false)
    return runners_mod.const_get(runner_sym, false) if runners_mod.const_defined?(runner_sym, false)
  end

  nil
rescue StandardError => e
  handle_exception(e, level: :debug, operation: 'gaia.phase_wiring.core_library_runner',
                      extension: ext_sym, runner: runner_sym)
  nil
end

.deep_agentic_runner(ext_sym, runner_sym) ⇒ Object 



324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
 
# File 'lib/legion/gaia/phase_wiring.rb', line 324

def deep_agentic_runner(ext_sym, runner_sym)
  return nil unless defined?(Legion::Extensions)
  return nil unless Legion::Extensions.const_defined?(:Agentic, false)

  agentic = Legion::Extensions::Agentic
  agentic.constants(false).each do |domain_const|
    domain_mod = agentic.const_get(domain_const, false)
    next unless domain_mod.is_a?(Module) && domain_mod.const_defined?(ext_sym, false)

    sub_mod = domain_mod.const_get(ext_sym, false)
    next unless sub_mod.is_a?(Module) && sub_mod.const_defined?(:Runners, false)

    runners_mod = sub_mod.const_get(:Runners, false)
    return runners_mod.const_get(runner_sym, false) if runners_mod.const_defined?(runner_sym, false)
  end
  nil
end

.discover_available_extensions ⇒ Object 



468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
 
# File 'lib/legion/gaia/phase_wiring.rb', line 468

def discover_available_extensions
  available = {}

  PHASE_MAP.each_value do |value|
    next if value.nil?

    mappings_for(value).each do |mapping|
      key = :"#{mapping[:ext]}_#{mapping[:runner]}"
      next if available.key?(key)

      runner_class = resolve_runner_class(mapping[:ext], mapping[:runner])
      available[key] = { ext: mapping[:ext], runner: mapping[:runner], loaded: !runner_class.nil? }
    end
  end

  available
end

.execute_phase_handler(active, arg_builder, state:, signals:, prior_results:, context:) ⇒ Object 



432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
 
# File 'lib/legion/gaia/phase_wiring.rb', line 432

def execute_phase_handler(active, arg_builder, state:, signals:, prior_results:, context:)
  normalized_results = normalize_prior_results(prior_results)
  ctx = phase_handler_context(
    state: state,
    signals: signals,
    normalized_results: normalized_results,
    prior_results: prior_results,
    context: context
  )
  args = arg_builder ? arg_builder.call(ctx) : {}

  skipped_result = skipped_phase_result(args)
  return skipped_result if skipped_result

  results = active.map { |handler| handler[:instance].send(handler[:fn], **args) }
  normalize_phase_result(results)
end

.extract_agenda(agenda) ⇒ Object 



545
546
547
548
549
550
 
# File 'lib/legion/gaia/phase_wiring.rb', line 545

def extract_agenda(agenda)
  return unless agenda.is_a?(Hash) && agenda[:agenda].is_a?(Array) && agenda[:agenda].any?

  items = agenda[:agenda].first(3).map { |a| a.is_a?(Hash) ? (a[:question] || a[:topic]) : a.to_s }
  "Agenda: #{items.compact.join('; ')}" if items.compact.any?
end

.extract_association(assoc) ⇒ Object 



521
522
523
524
525
 
# File 'lib/legion/gaia/phase_wiring.rb', line 521

def extract_association(assoc)
  return unless assoc.is_a?(Hash) && assoc[:linked]

  "Association: linked trace #{assoc[:trace_id_a]} to #{assoc[:trace_id_b]}"
end

.extract_conflicts(conflicts) ⇒ Object 



527
528
529
530
531
 
# File 'lib/legion/gaia/phase_wiring.rb', line 527

def extract_conflicts(conflicts)
  return unless conflicts.is_a?(Hash) && conflicts[:resolved].to_i.positive?

  "Resolved #{conflicts[:resolved]} contradiction(s)"
end

.extract_consolidation(consol) ⇒ Object 



533
534
535
536
537
 
# File 'lib/legion/gaia/phase_wiring.rb', line 533

def extract_consolidation(consol)
  return unless consol.is_a?(Hash) && consol[:migrated].to_i.positive?

  "Consolidated #{consol[:migrated]} memory trace(s) to long-term storage"
end

.extract_curiosity_state(prior_results) ⇒ Object 



230
231
232
233
234
235
236
237
238
 
# File 'lib/legion/gaia/phase_wiring.rb', line 230

def extract_curiosity_state(prior_results)
  wmi = prior_results[:working_memory_integration] || {}
  {
    intensity: wmi[:curiosity_intensity] || 0.0,
    active_count: wmi[:active_count] || 0,
    top_question: wmi.dig(:top_wonders, 0, :question),
    top_domain: :general
  }
end

.extract_emotion_state(prior_results) ⇒ Object 



279
280
281
282
 
# File 'lib/legion/gaia/phase_wiring.rb', line 279

def extract_emotion_state(prior_results)
  gut = prior_results[:gut_instinct] || {}
  { arousal: gut[:arousal] || 0.0 }
end

.extract_mesh_state(prior_results) ⇒ Object 



261
262
263
264
265
266
 
# File 'lib/legion/gaia/phase_wiring.rb', line 261

def extract_mesh_state(prior_results)
  mesh = prior_results[:mesh_interface] || {}
  return {} if mesh[:status] == :skipped || mesh.empty?

  { peer_count: mesh[:online] || mesh[:total] || 0 }
end

.extract_prediction_state(prior_results) ⇒ Object 



254
255
256
257
258
259
 
# File 'lib/legion/gaia/phase_wiring.rb', line 254

def extract_prediction_state(prior_results)
  pred = prior_results[:prediction_engine] || {}
  return {} if pred[:status] == :skipped || pred.empty?

  { confidence: pred[:confidence] || 1.0 }
end

.extract_reflection(reflection) ⇒ Object 



539
540
541
542
543
 
# File 'lib/legion/gaia/phase_wiring.rb', line 539

def extract_reflection(reflection)
  return unless reflection.is_a?(Hash) && reflection[:insight].is_a?(String) && !reflection[:insight].empty?

  "Insight: #{reflection[:insight][0, 500]}"
end

.extract_reflection_state ⇒ Object 



240
241
242
243
244
245
246
247
248
249
250
251
252
 
# File 'lib/legion/gaia/phase_wiring.rb', line 240

def extract_reflection_state
  refl = previous_reflection
  return {} if refl.nil? || refl.empty?

  new_refls = refl[:new_reflections]
  severity = new_refls.is_a?(Array) ? new_refls.last&.dig(:severity) : nil

  {
    health: refl[:cognitive_health] || 1.0,
    pending_adaptations: refl[:reflections_generated] || 0,
    recent_severity: severity
  }
end

.extract_trust_state(prior_results) ⇒ Object 



268
269
270
271
272
273
274
275
276
277
 
# File 'lib/legion/gaia/phase_wiring.rb', line 268

def extract_trust_state(prior_results)
  social = prior_results[:social_cognition] || {}
  updates = social[:reputation_updates]
  return {} unless updates.is_a?(Array) && !updates.empty?

  composites = updates.filter_map { |u| u[:composite] }
  return {} if composites.empty?

  { avg_composite: composites.sum.to_f / composites.size }
end

.flat_runner(ext_mod, runner_sym) ⇒ Object 



353
354
355
356
357
358
 
# File 'lib/legion/gaia/phase_wiring.rb', line 353

def flat_runner(ext_mod, runner_sym)
  return nil unless ext_mod.const_defined?(:Runners, false)

  runners_mod = ext_mod.const_get(:Runners, false)
  runners_mod.const_get(runner_sym, false) if runners_mod.const_defined?(runner_sym, false)
end

.knowledge_setting(key, default) ⇒ Object 



284
285
286
287
288
289
290
291
 
# File 'lib/legion/gaia/phase_wiring.rb', line 284

def knowledge_setting(key, default)
  return default unless defined?(Legion::Settings) && !Legion::Settings[:gaia].nil?

  Legion::Settings[:gaia].dig(:knowledge, key) || default
rescue StandardError => e
  handle_exception(e, level: :debug, operation: 'gaia.phase_wiring.knowledge_setting', key: key)
  default
end

.live_partner_reflection(ctx) ⇒ Object 



508
509
510
511
512
513
514
515
516
517
518
519
 
# File 'lib/legion/gaia/phase_wiring.rb', line 508

def live_partner_reflection(ctx)
  return {} unless defined?(Legion::Gaia) && Legion::Gaia.respond_to?(:registry)

  runner = Legion::Gaia.registry&.runner_instances&.dig(:Social_Attachment)
  return {} unless runner.respond_to?(:reflect_on_bonds)

  result = runner.reflect_on_bonds(tick_results: ctx[:prior_results] || {}, bond_summary: {})
  result.is_a?(Hash) ? result : {}
rescue StandardError => e
  handle_exception(e, level: :debug, operation: 'gaia.phase_wiring.live_partner_reflection')
  {}
end

.locate_ext_mod(ext_sym) ⇒ Object 



342
343
344
345
346
347
348
349
350
351
 
# File 'lib/legion/gaia/phase_wiring.rb', line 342

def locate_ext_mod(ext_sym)
  return nil unless defined?(Legion::Extensions)

  if Legion::Extensions.const_defined?(ext_sym, false)
    Legion::Extensions.const_get(ext_sym, false)
  elsif Legion::Extensions.const_defined?(:Agentic, false) &&
        Legion::Extensions::Agentic.const_defined?(ext_sym, false)
    Legion::Extensions::Agentic.const_get(ext_sym, false)
  end
end

.mappings_for(value) ⇒ Object 



371
372
373
 
# File 'lib/legion/gaia/phase_wiring.rb', line 371

def mappings_for(value)
  value.is_a?(Array) ? value : [value]
end

.normalize_phase_result(value) ⇒ Object 



375
376
377
378
379
380
381
382
383
384
 
# File 'lib/legion/gaia/phase_wiring.rb', line 375

def normalize_phase_result(value)
  return value unless value.is_a?(Array)

  compact = value.compact
  return {} if compact.empty?
  return compact.first if compact.size == 1
  return compact.each_with_object({}) { |item, merged| merged.merge!(item) } if compact.all?(Hash)

  compact
end

.normalize_prior_results(results) ⇒ Object 



386
387
388
389
390
 
# File 'lib/legion/gaia/phase_wiring.rb', line 386

def normalize_prior_results(results)
  return {} unless results.is_a?(Hash)

  results.transform_values { |value| normalize_phase_result(value) }
end

.observer_cursor_from(ctx) ⇒ Object 



572
573
574
575
576
577
578
579
580
 
# File 'lib/legion/gaia/phase_wiring.rb', line 572

def observer_cursor_from(ctx)
  return ctx[:last_observer_tick] if ctx.key?(:last_observer_tick)

  state = ctx[:state]
  return state[:last_observer_tick] if state.is_a?(Hash)
  return state.last_observer_tick if state.respond_to?(:last_observer_tick)

  nil
end

.partner_observations_from(ctx) ⇒ Object 



561
562
563
564
565
566
567
568
569
570
 
# File 'lib/legion/gaia/phase_wiring.rb', line 561

def partner_observations_from(ctx)
  observations = ctx[:partner_observations]
  return observations if observations.is_a?(Array)

  state = ctx[:state]
  return state[:partner_observations] || [] if state.is_a?(Hash)
  return state.partner_observations if state.respond_to?(:partner_observations)

  []
end

.phase_handler_context(state:, signals:, normalized_results:, prior_results:, context:) ⇒ Object 



450
451
452
453
454
455
456
457
458
459
 
# File 'lib/legion/gaia/phase_wiring.rb', line 450

def phase_handler_context(state:, signals:, normalized_results:, prior_results:, context:)
  {
    state: state,
    signals: signals,
    prior_results: normalized_results,
    raw_prior_results: prior_results,
    current_signal: signals&.last,
    valences: collect_valences(normalized_results)
  }.merge(context)
end

.previous_reflection ⇒ Object 



207
208
209
 
# File 'lib/legion/gaia/phase_wiring.rb', line 207

def previous_reflection
  @previous_reflection || {}
end

.resolve_runner_class(ext_sym, runner_sym) ⇒ Object 



293
294
295
296
297
298
299
300
301
302
303
 
# File 'lib/legion/gaia/phase_wiring.rb', line 293

def resolve_runner_class(ext_sym, runner_sym)
  # Check core library namespace first (e.g., Legion::Apollo)
  core = core_library_runner(ext_sym, runner_sym)
  return core if core

  # Then check extensions namespace
  ext_mod = locate_ext_mod(ext_sym)
  return flat_runner(ext_mod, runner_sym) || subdomain_runner(ext_mod, runner_sym) if ext_mod

  deep_agentic_runner(ext_sym, runner_sym)
end

.skipped_phase_result(args) ⇒ Object 



461
462
463
464
465
466
 
# File 'lib/legion/gaia/phase_wiring.rb', line 461

def skipped_phase_result(args)
  return unless args.is_a?(Hash) && args[:skip]

  reason = args[:reason] || args[:skipped] || :phase_wiring_skip
  { status: :skipped, reason: reason }
end

.subdomain_runner(ext_mod, runner_sym) ⇒ Object 



360
361
362
363
364
365
366
367
368
369
 
# File 'lib/legion/gaia/phase_wiring.rb', line 360

def subdomain_runner(ext_mod, runner_sym)
  ext_mod.constants(false).each do |sub_const|
    sub_mod = ext_mod.const_get(sub_const, false)
    next unless sub_mod.is_a?(Module) && sub_mod.const_defined?(:Runners, false)

    runners_mod = sub_mod.const_get(:Runners, false)
    return runners_mod.const_get(runner_sym, false) if runners_mod.const_defined?(runner_sym, false)
  end
  nil
end