Module: Legion::Extensions::Synapse::Runners::Challenge

Includes:
Helpers::Lex, BlastRadius
Included in:
Actor::Challenge, Client
Defined in:
lib/legion/extensions/synapse/runners/challenge.rb

Constant Summary

Constants included from BlastRadius

BlastRadius::BLAST_MULTIPLIERS, BlastRadius::TIER_CRITICAL, BlastRadius::TIER_HIGH, BlastRadius::TIER_LOW, BlastRadius::TIER_MED

Instance Method Summary collapse

Methods included from BlastRadius

#blast_multiplier_for, #blast_tier, #compute, #requires_llm_review?

Instance Method Details

#apply_proposal(proposal_id:) ⇒ Object 



91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
 
# File 'lib/legion/extensions/synapse/runners/challenge.rb', line 91

def apply_proposal(proposal_id:)
  Data::Model.define_synapse_proposal_model
  Data::Model.define_synapse_model

  proposal = Data::Model::SynapseProposal[proposal_id]
  return { success: false, error: 'proposal not found' } unless proposal
  return { success: false, error: 'proposal not approved' } unless %w[approved auto_accepted].include?(proposal.status)
  return { success: false, error: 'proposal output missing' } if proposal.output.nil? || proposal.output.to_s.strip.empty?

  synapse = Data::Model::Synapse[proposal.synapse_id]
  return { success: false, error: 'synapse not found' } unless synapse

  mutation = mutation_for_proposal(proposal)
  return { success: false, error: "unsupported proposal_type: #{proposal.proposal_type}" } unless mutation

  result = Object.new.extend(Mutate).mutate(
    synapse_id:    proposal.synapse_id,
    mutation_type: mutation[:mutation_type],
    changes:       mutation[:changes],
    trigger:       'gaia'
  )
  return result unless result[:success]

  proposal.update(status: 'applied', reviewed_at: Time.now)
  result.merge(proposal_id: proposal.id, status: 'applied', decision: 'applied')
end

#challenge_proposal(proposal_id:, transformer_client: nil) ⇒ Object 



25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
 
# File 'lib/legion/extensions/synapse/runners/challenge.rb', line 25

def challenge_proposal(proposal_id:, transformer_client: nil)
  Data::Model.define_synapse_proposal_model
  Data::Model.define_synapse_challenge_model
  Data::Model.define_synapse_model
  Data::Model.define_synapse_signal_model

  return { success: true, skipped: true } unless Helpers::Challenge.enabled?

  proposal = Data::Model::SynapseProposal[proposal_id]
  return { success: false, error: 'proposal not found' } unless proposal
  return { success: false, error: 'proposal not challengeable' } unless proposal.status == 'pending' && proposal.challenge_state.nil?

  synapse = Data::Model::Synapse[proposal.synapse_id]
  return { success: false, error: 'synapse not found' } unless synapse

  proposal.update(challenge_state: 'challenging')

  impact = calculate_impact_score(proposal, synapse)
  confidence_impact = estimate_confidence_impact(proposal, synapse)
  proposal.update(impact_score: impact, estimated_confidence_impact: confidence_impact)

  conflict_check(proposal)

  needs_llm = Helpers::Challenge.above_impact_threshold?(impact) ||
              requires_llm_review?(synapse.blast_radius.to_s)
  llm_challenge(proposal, synapse, transformer_client) if needs_llm && transformer_client

  aggregate_challenges(proposal)
end

#pending_challenges ⇒ Object 



19
20
21
22
23
 
# File 'lib/legion/extensions/synapse/runners/challenge.rb', line 19

def pending_challenges
  Data::Model.define_synapse_proposal_model
  Data::Model::SynapseProposal.where(status: 'pending', challenge_state: nil)
                              .order(Sequel.asc(:id)).all
end

#resolve_challenge_outcomes(proposal_id:) ⇒ Object 



55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
 
# File 'lib/legion/extensions/synapse/runners/challenge.rb', line 55

def resolve_challenge_outcomes(proposal_id:)
  Data::Model.define_synapse_proposal_model
  Data::Model.define_synapse_challenge_model
  Data::Model.define_synapse_signal_model

  proposal = Data::Model::SynapseProposal[proposal_id]
  return { success: false, error: 'proposal not found' } unless proposal
  return { success: false, error: 'proposal not applied' } unless proposal.status == 'applied'

  settings = Helpers::Challenge.settings
  window = settings[:outcome_observation_window] || 50

  signals = Data::Model::SynapseSignal.where(synapse_id: proposal.synapse_id)
                                      .order(Sequel.desc(:id)).limit(window).all
  return { success: false, error: 'insufficient signals' } if signals.size < window

  success_rate = signals.count(&:transform_success).to_f / signals.size
  proposal_succeeded = success_rate >= 0.7

  challenges = Data::Model::SynapseChallenge.where(proposal_id: proposal_id)
                                            .exclude(verdict: 'abstain').all

  challenges.each do |challenge|
    supported = challenge.verdict == 'support'
    correct = (supported && proposal_succeeded) || (!supported && !proposal_succeeded)
    outcome = correct ? 'correct' : 'incorrect'

    adj = correct ? settings[:challenger_correct_adjustment] : settings[:challenger_incorrect_adjustment]
    new_conf = (challenge.challenger_confidence + adj).clamp(0.0, 1.0)

    challenge.update(outcome: outcome, challenger_confidence: new_conf, resolved_at: Time.now)
  end

  { success: true, proposal_id: proposal_id, success_rate: success_rate, resolved: challenges.size }
end

#run_challenge_cycle(transformer_client: nil) ⇒ Object 



118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
 
# File 'lib/legion/extensions/synapse/runners/challenge.rb', line 118

def run_challenge_cycle(transformer_client: nil)
  Data::Model.define_synapse_proposal_model
  Data::Model.define_synapse_challenge_model
  return { challenged: 0, applied: 0, resolved: 0 } unless Helpers::Challenge.enabled?

  settings = Helpers::Challenge.settings
  max = settings[:max_per_cycle] || 5

  challenged = 0
  pending_challenges.first(max).each do |proposal|
    challenge_proposal(proposal_id: proposal.id, transformer_client: transformer_client)
    challenged += 1
  end

  applied = 0
  Data::Model::SynapseProposal.where(status: 'auto_accepted').order(Sequel.asc(:id)).limit(max).each do |proposal|
    result = apply_proposal(proposal_id: proposal.id)
    applied += 1 if result[:success]
  end

  resolved = 0
  window = settings[:outcome_observation_window] || 50
  Data::Model.define_synapse_signal_model
  Data::Model::SynapseProposal.where(status: 'applied').each do |proposal|
    cutoff = proposal.respond_to?(:reviewed_at) && proposal.reviewed_at ? proposal.reviewed_at : proposal.created_at
    post_signals = Data::Model::SynapseSignal.where(synapse_id: proposal.synapse_id)
                                             .where { created_at >= cutoff }.count
    next unless post_signals >= window

    unresolved = Data::Model::SynapseChallenge.where(proposal_id: proposal.id, outcome: nil)
                                              .exclude(verdict: 'abstain')
    next unless unresolved.any?

    resolve_challenge_outcomes(proposal_id: proposal.id)
    resolved += 1
  end

  { challenged: challenged, applied: applied, resolved: resolved }
end