Module: Legion::Gaia

Extended by:
Logging, TeamsAuth
Includes:
Logging::Helper
Defined in:
lib/legion/gaia.rb,
lib/legion/gaia/gut.rb,
lib/legion/gaia/router.rb,
lib/legion/gaia/routes.rb,
lib/legion/gaia/logging.rb,
lib/legion/gaia/version.rb,
lib/legion/gaia/advisory.rb,
lib/legion/gaia/registry.rb,
lib/legion/gaia/settings.rb,
lib/legion/gaia/workflow.rb,
lib/legion/gaia/proactive.rb,
lib/legion/gaia/bond_store.rb,
lib/legion/gaia/disclosure.rb,
lib/legion/gaia/teams_auth.rb,
lib/legion/gaia/input_frame.rb,
lib/legion/gaia/runner_host.rb,
lib/legion/gaia/anticipation.rb,
lib/legion/gaia/bond_tracker.rb,
lib/legion/gaia/output_frame.rb,
lib/legion/gaia/phase_wiring.rb,
lib/legion/gaia/tick_history.rb,
lib/legion/gaia/bond_registry.rb,
lib/legion/gaia/cognitive_bus.rb,
lib/legion/gaia/output_router.rb,
lib/legion/gaia/partner_model.rb,
lib/legion/gaia/session_store.rb,
lib/legion/gaia/audit_observer.rb,
lib/legion/gaia/death_protocol.rb,
lib/legion/gaia/sensory_buffer.rb,
lib/legion/gaia/visible_growth.rb,
lib/legion/gaia/channel_adapter.rb,
lib/legion/gaia/offline_handler.rb,
lib/legion/gaia/workflow/errors.rb,
lib/legion/gaia/actors/heartbeat.rb,
lib/legion/gaia/channel_registry.rb,
lib/legion/gaia/intent_classifier.rb,
lib/legion/gaia/notification_gate.rb,
lib/legion/gaia/workflow/instance.rb,
lib/legion/gaia/behavioral_synapse.rb,
lib/legion/gaia/proactive_delivery.rb,
lib/legion/gaia/router/agent_bridge.rb,
lib/legion/gaia/tracker_persistence.rb,
lib/legion/gaia/workflow/checkpoint.rb,
lib/legion/gaia/workflow/definition.rb,
lib/legion/gaia/channels/cli_adapter.rb,
lib/legion/gaia/proactive_dispatcher.rb,
lib/legion/gaia/router/router_bridge.rb,
lib/legion/gaia/router/worker_routing.rb,
lib/legion/gaia/channel_aware_renderer.rb,
lib/legion/gaia/channels/slack_adapter.rb,
lib/legion/gaia/channels/teams_adapter.rb,
lib/legion/gaia/notification_gate/delay_queue.rb,
lib/legion/gaia/channels/teams/webhook_handler.rb,
lib/legion/gaia/channels/slack/signing_verifier.rb,
lib/legion/gaia/router/transport/exchanges/gaia.rb,
lib/legion/gaia/router/transport/queues/inbound.rb,
lib/legion/gaia/router/transport/queues/outbound.rb,
lib/legion/gaia/channels/teams/bot_framework_auth.rb,
lib/legion/gaia/channels/teams/conversation_store.rb,
lib/legion/gaia/notification_gate/presence_evaluator.rb,
lib/legion/gaia/notification_gate/schedule_evaluator.rb,
lib/legion/gaia/notification_gate/behavioral_evaluator.rb,
lib/legion/gaia/router/transport/messages/input_frame_message.rb,
lib/legion/gaia/router/transport/messages/output_frame_message.rb

Overview

rubocop:disable Metrics/ModuleLength

Defined Under Namespace

Modules: Actors, Advisory, Anticipation, BehavioralSynapse, BondRegistry, BondTracker, Channels, DeathProtocol, Disclosure, Gut, IntentClassifier, Logging, OfflineHandler, PartnerModel, PhaseWiring, Proactive, ProactiveDelivery, Router, Routes, Settings, TeamsAuth, TrackerPersistence, VisibleGrowth, Workflow Classes: AuditObserver, BondStore, ChannelAdapter, ChannelAwareRenderer, ChannelRegistry, CognitiveBus, InputFrame, NotificationGate, OutputFrame, OutputRouter, ProactiveDispatcher, Registry, RunnerHost, SensoryBuffer, SessionStore, TickHistory

Constant Summary collapse

ABSENCE_SIGNAL_THRESHOLD = 
5
ABSENCE_SIGNAL_COOLDOWN = 
1800
ABSENCE_SIGNAL_SALIENCE = 
0.75
ABSENCE_SIGNAL_TEXT = 
'partner absence exceeded expected pattern'
ABSENCE_PATTERN_CACHE_TTL = 
60
VERSION = 
'0.9.67'

Class Attribute Summary collapse

Class Method Summary collapse

Class Attribute Details

.agent_bridge ⇒ Object (readonly)

Returns the value of attribute agent_bridge.



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# File 'lib/legion/gaia.rb', line 57

def agent_bridge
  @agent_bridge
end

.channel_registry ⇒ Object (readonly)

Returns the value of attribute channel_registry.



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# File 'lib/legion/gaia.rb', line 57

def channel_registry
  @channel_registry
end

.last_valences ⇒ Object (readonly)

Returns the value of attribute last_valences.



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# File 'lib/legion/gaia.rb', line 57

def last_valences
  @last_valences
end

.output_router ⇒ Object (readonly)

Returns the value of attribute output_router.



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# File 'lib/legion/gaia.rb', line 57

def output_router
  @output_router
end

.partner_observations ⇒ Object (readonly)

Returns the value of attribute partner_observations.



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# File 'lib/legion/gaia.rb', line 57

def partner_observations
  @partner_observations
end

.registry ⇒ Object (readonly)

Returns the value of attribute registry.



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# File 'lib/legion/gaia.rb', line 57

def registry
  @registry
end

.router_bridge ⇒ Object (readonly)

Returns the value of attribute router_bridge.



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# File 'lib/legion/gaia.rb', line 57

def router_bridge
  @router_bridge
end

.sensory_buffer ⇒ Object (readonly)

Returns the value of attribute sensory_buffer.



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# File 'lib/legion/gaia.rb', line 57

def sensory_buffer
  @sensory_buffer
end

.session_store ⇒ Object (readonly)

Returns the value of attribute session_store.



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# File 'lib/legion/gaia.rb', line 57

def session_store
  @session_store
end

.tick_count ⇒ Object (readonly)

Returns the value of attribute tick_count.



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# File 'lib/legion/gaia.rb', line 57

def tick_count
  @tick_count
end

.tick_history ⇒ Object (readonly)

Returns the value of attribute tick_history.



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# File 'lib/legion/gaia.rb', line 57

def tick_history
  @tick_history
end

Class Method Details

.advise(conversation_id:, messages:, caller:) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 65

def advise(conversation_id:, messages:, caller:)
  Advisory.advise(conversation_id: conversation_id, messages: messages, caller: caller)
end

.boot(mode: nil) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 69

def boot(mode: nil)
  @mode = mode || (settings&.dig(:router, :mode) ? :router : :agent)
  @shutting_down = false
  @active_heartbeats = 0
  @quiescing_phase_handlers_cache = nil
  log.info("Legion::Gaia booting mode=#{@mode}")

  if router_mode?
    boot_router
  else
    boot_agent
  end

  @started = true
  settings_hash = settings
  settings_hash[:connected] = true if settings_hash

  register_routes
  check_teams_auth

  log.info("Legion::Gaia booted mode=#{@mode} summary=#{boot_summary}")
end

.drain_growth_frames ⇒ Object 



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# File 'lib/legion/gaia.rb', line 335

def drain_growth_frames
  frames = @pending_growth_frames || []
  @pending_growth_frames = []
  frames
end

.erase_attribution!(identity:) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 260

def erase_attribution!(identity:)
  store = apollo_local_store
  unless store
    log.info("[gaia] erase_attribution! skipped identity=#{identity} reason=no_apollo_local")
    return { erased: false, identity: identity, count: 0, reason: :no_apollo_local }
  end

  tags = %w[self-knowledge attribution] + ["partner:#{identity}"]
  # TODO: legion-apollo needs delete_by_tags(tags:) — using query_by_tags + individual deletes once available
  # Until then: store.delete_by_tags is the target API; this no-ops with count=0 until implemented
  count = 0
  if store.respond_to?(:delete_by_tags)
    result = store.delete_by_tags(tags: tags)
    count = result[:count].to_i if result.is_a?(Hash)
  else
    log.info("[gaia] erase_attribution! identity=#{identity} " \
             'reason=delete_by_tags_not_available count=0')
  end
  log.info("[gaia] erase_attribution! identity=#{identity} count=#{count}")
  { erased: true, identity: identity, count: count }
rescue StandardError => e
  handle_exception(e, level: :warn, operation: 'gaia.erase_attribution', identity: identity)
  { erased: false, identity: identity, count: 0 }
end

.heartbeat ⇒ Object 



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# File 'lib/legion/gaia.rb', line 156

def heartbeat(**)
  return { error: :not_started } unless begin_heartbeat

  begin
    signals = @sensory_buffer.drain
    @registry.ensure_wired

    tick_host = @registry.tick_host
    unless tick_host
      unless @tick_unavailable_warned
        log.warn('[gaia] lex-tick not available, will retry next heartbeat')
        @tick_unavailable_warned = true
      end
      return { error: :no_tick_extension }
    end
    @tick_unavailable_warned = false if @tick_unavailable_warned

    phase_handlers = quiescing_phase_handlers(@registry.phase_handlers)

    log.debug("[gaia] heartbeat signals=#{signals.size} wired_phases=#{phase_handlers.size}")

    observations = @partner_observations.dup
    @partner_observations = []

    result = tick_host.execute_tick(signals: signals, phase_handlers: phase_handlers,
                                    partner_observations: observations)

    @tick_history&.record(result)
    @tick_count = (@tick_count || 0) + 1

    if result.is_a?(Hash) && result[:results]
      valence_result = result[:results][:emotional_evaluation]
      @last_valences = [valence_result[:valence]] if valence_result.is_a?(Hash) && valence_result[:valence]
      tick_host.last_tick_result = result
      PhaseWiring.capture_tick_results(result[:results])
      log_cognitive_markers(result, signals: signals, observations: observations)
    end

    check_partner_absence(observations, phase_handlers)

    feed_notification_gate(result)
    @output_router&.process_delayed

    maybe_flush_trackers

    if result.is_a?(Hash) && result[:results]
      process_dream_proactive(result[:results])
      try_dispatch_pending
    end

    result
  ensure
    finish_heartbeat
  end
end

.ingest(input_frame) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 212

def ingest(input_frame)
  return { ingested: false, reason: :not_started } unless started?

  identity = extract_identity(input_frame)
  if identity && (BondRegistry.terminating?(identity.to_s) || BondRegistry.terminated?(identity.to_s))
    log.warn("[gaia] rejected ingest for terminated/terminating identity=#{identity}")
    return { ingested: false, reason: :identity_terminated }
  end

  signal = input_frame.to_signal
  @sensory_buffer.push(signal)

  session = @session_store&.find_or_create(identity: identity || :anonymous)
  @session_store&.touch(session.id, channel_id: input_frame.channel_id) if session

  if identity
    BondRegistry.record_channel(identity.to_s, channel_id: input_frame.channel_id,
                                               channel_identity: channel_identity(input_frame))
  end
  observe_interlocutor(input_frame, identity) if identity && identity != :anonymous

  log.info(
    "Legion::Gaia ingested frame_id=#{input_frame.id} " \
    "channel=#{input_frame.channel_id} buffer_depth=#{@sensory_buffer.size}"
  )
  { ingested: true, buffer_depth: @sensory_buffer.size, session_id: session&.id }
end

.mark_pipeline_observation(exchange_id) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 384

def mark_pipeline_observation(exchange_id)
  return if exchange_id.nil?

  @pipeline_observations ||= {}
  @pipeline_observation_order ||= []

  @pipeline_observations[exchange_id] = true
  @pipeline_observation_order << exchange_id

  max_size = settings&.dig(:pipeline_observation, :max_tracked) || 10_000
  while @pipeline_observation_order.size > max_size
    oldest = @pipeline_observation_order.shift
    @pipeline_observations.delete(oldest)
  end
end

.observe_from_pipeline(identity:, caller:, exchange_id:) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 341

def observe_from_pipeline(identity:, caller:, exchange_id:)
  return unless started?

  caller_type = caller&.dig(:requested_by, :type)
  return unless caller_type == :human

  identity_str = identity.to_s
  return if identity_str.empty?
  return if identity_lifecycle_blocked?(identity_str)
  return if pipeline_observation_seen?(exchange_id)

  mark_pipeline_observation(exchange_id)

  if BondRegistry.bond(identity_str) == :unknown
    if BondRegistry.partner_entry.nil?
      BondRegistry.register(identity_str, bond: :partner, priority: :primary,
                                          origin: :provisional,
                                          strength: settings&.dig(:partner, :prior_strength) || 0.5)
      log.info("[gaia] pipeline duckling bond identity=#{identity_str}")
    else
      BondRegistry.register(identity_str, bond: nil)
    end
  end

  BondRegistry.reinforce(identity_str, multiplier: fetch_imprint_multiplier)

  if defined?(Legion::Extensions::Coldstart)
    bootstrap = Legion::Extensions::Coldstart::Helpers::Bootstrap.instance
    bootstrap.record_observation
  end

  log.debug("[gaia] pipeline observation identity=#{identity_str} exchange_id=#{exchange_id}")
rescue StandardError => e
  handle_exception(e, level: :warn, operation: 'gaia.observe_from_pipeline', identity: identity)
end

.pipeline_observation_seen?(exchange_id) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/gaia.rb', line 377

def pipeline_observation_seen?(exchange_id)
  return false if exchange_id.nil?

  @pipeline_observations ||= {}
  @pipeline_observations.key?(exchange_id)
end

.proactive_dispatcher ⇒ Object 



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# File 'lib/legion/gaia.rb', line 61

def proactive_dispatcher
  @proactive_dispatcher ||= ProactiveDispatcher.new
end

.record_advisory_meta(advisory_id:, advisory_types:) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 285

def record_advisory_meta(advisory_id:, advisory_types:)
  return unless started?

  @last_response_at = Time.now.utc
  return unless defined?(Legion::Extensions::Agentic::Social::Calibration::Runners::Calibration)

  ensure_calibration_runner
  @calibration_runner.record_advisory_meta(advisory_id: advisory_id, advisory_types: advisory_types)
  log.info(
    "Legion::Gaia recorded advisory metadata advisory_id=#{advisory_id} " \
    "types=#{Array(advisory_types).join(',')}"
  )
rescue StandardError => e
  handle_exception(e, level: :warn, operation: 'gaia.record_advisory_meta', advisory_id: advisory_id)
end

.record_response_applied(advisory_id:, identity:, applied:) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 301

def record_response_applied(advisory_id:, identity:, applied:)
  return unless started?

  identity_str = identity.to_s
  if BondRegistry.terminating?(identity_str) || BondRegistry.terminated?(identity_str)
    log.warn("[gaia] rejected write for terminated/terminating identity=#{identity_str}")
    return { recorded: false, reason: :identity_terminated }
  end

  synapse_count = Array(applied[:behavioral_synapse_ids]).size
  log.info("[gaia] attribution advisory_id=#{advisory_id} identity=#{identity} synapses=#{synapse_count}")

  store = apollo_local_store
  store&.upsert(
    content: Legion::JSON.dump(applied.merge(advisory_id: advisory_id, identity: identity)),
    tags: %w[self-knowledge attribution] + ["partner:#{identity}"],
    source_channel: 'gaia',
    confidence: 0.9,
    access_scope: 'local'
  )

  @last_applied = applied.merge(advisory_id: advisory_id, identity: identity)
  { recorded: true, advisory_id: advisory_id }
rescue StandardError => e
  handle_exception(e, level: :warn, operation: 'gaia.record_response_applied', advisory_id: advisory_id)
  { recorded: false }
end

.respond(content:, channel_id:, in_reply_to: nil, session_continuity_id: nil, metadata: {}) ⇒ Object 



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# File 'lib/legion/gaia.rb', line 240

def respond(content:, channel_id:, in_reply_to: nil, session_continuity_id: nil, metadata: {})
  @last_response_at = Time.now.utc

  frame = OutputFrame.new(
    content: content,
    channel_id: channel_id,
    in_reply_to: in_reply_to,
    session_continuity_id: session_continuity_id,
    metadata: metadata
  )

  log.info("Legion::Gaia responding frame_id=#{frame.id} channel=#{channel_id} reply_to=#{in_reply_to}")

  if @agent_bridge&.started?
    @agent_bridge.publish_output(frame)
  else
    @output_router&.route(frame) || { delivered: false, reason: :no_router }
  end
end

.router_mode? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/gaia.rb', line 92

def router_mode?
  @mode == :router
end

.settings ⇒ Object 



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# File 'lib/legion/gaia.rb', line 148

def settings
  defaults = Legion::Gaia::Settings.default
  loaded = Legion::Settings[:gaia]
  return defaults unless loaded.is_a?(Hash)

  merge_settings_hashes(defaults, loaded)
end

.shutdown ⇒ Object 



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# File 'lib/legion/gaia.rb', line 96

def shutdown
  log.info('Legion::Gaia shutting down')

  heartbeat_mutex.synchronize do
    @shutting_down = true
    @started = false
    @tick_unavailable_warned = false
    wait_for_active_heartbeats
  end

  settings_hash = settings
  settings_hash[:connected] = false if settings_hash

  flush_trackers_on_shutdown
  @router_bridge&.stop
  @agent_bridge&.stop
  @channel_registry&.stop_all
  @sensory_buffer = nil
  @registry = nil
  @channel_registry = nil
  @output_router = nil
  @session_store = nil
  @notification_gate = nil
  @router_bridge = nil
  @agent_bridge = nil
  @partner_observations = nil
  @partner_absence_misses = 0
  @last_absence_signal_at = nil
  @absence_pattern_cache = nil
  @absence_pattern_checked_at = nil
  @last_valences = nil
  @last_response_at = nil
  @last_applied = nil
  @correction_counts = nil
  @tick_history = nil
  @tick_count = nil
  @started_at = nil
  @active_heartbeats = 0
  @quiescing_phase_handlers_cache = nil
  @pending_growth_frames = nil

  log.info('Legion::Gaia shut down')
end

.shutting_down? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/gaia.rb', line 144

def shutting_down?
  heartbeat_mutex.synchronize { @shutting_down == true }
end

.started? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/gaia.rb', line 140

def started?
  @started == true
end

.status ⇒ Object 



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# File 'lib/legion/gaia.rb', line 329

def status
  return { started: false } unless started?

  base_status.merge(router_status)
end