added synthetic simulation runner

server/results/agent_details.json

@@ -0,0 +1,157 @@
+{
+  "conservative_0": {
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+    "model_name": "conservative_0",
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+    },
+    "decisions_count": 20
+  }
+}

server/results/agent_metrics.json

@@ -0,0 +1,338 @@
+{
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+  }
+}

server/results/economy_state.json

@@ -0,0 +1,144 @@
+{
+  "timestamp": 20.0,
+  "config": {
+    "decay_rate": 0.005,
+    "ih_threshold": 0.45,
+    "initial_balance": 0.5
+  },
+  "agents": {
+    "agent_cf56e1c14e84": {
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+      "model_name": "conservative_0",
+      "architecture_hash": "8374b7c44322b61a",
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+      "total_topups": 0.0,
+      "contracts_completed": 13,
+      "contracts_failed": 7,
+      "registration_time": 0.0,
+      "audit_cid": null,
+      "wallet_address": null,
+      "robustness": {
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+    },
+    "agent_28f8af722342": {
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+      "model_name": "aggressive_1",
+      "architecture_hash": "06cf6cd1e0157f7e",
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+      "wallet_address": null,
+      "robustness": {
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+    },
+    "agent_90781acc6dc0": {
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+      "model_name": "balanced_2",
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+    },
+    "agent_85b2a0234c59": {
+      "agent_id": "agent_85b2a0234c59",
+      "model_name": "cheater_4",
+      "architecture_hash": "73482227d1d7b2b3",
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+        "as": 0.6512497059171015,
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+    }
+  },
+  "contracts": {
+    "total_contracts": 220,
+    "status_distribution": {
+      "failed": 20,
+      "open": 162,
+      "completed": 38
+    },
+    "total_rewards_paid": 0.23108591396155878,
+    "total_penalties_collected": 0.08875695214840107,
+    "total_escrowed": 54.72028111841184,
+    "active_exposures": {
+      "agent_cf56e1c14e84": 0,
+      "agent_28f8af722342": 0,
+      "agent_90781acc6dc0": 0,
+      "agent_33d2e87d3579": 0
+    }
+  },
+  "aggregate_safety": 0.7608347665972391,
+  "total_test_eth_topups": 0.0
+}

server/results/protocol_events.json

@@ -0,0 +1 @@
+[]

server/results/strategy_summary.json

@@ -0,0 +1,23 @@
+{
+  "survival": {
+    "conservative": 1,
+    "aggressive": 1,
+    "balanced": 1,
+    "adaptive": 1,
+    "cheater": 1
+  },
+  "total_earned": {
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+    "aggressive": 0.04979246524617394,
+    "balanced": 0.14271936033504076,
+    "adaptive": 0.002893322731259686,
+    "cheater": 0.0
+  },
+  "final_tier": {
+    "conservative": 3,
+    "aggressive": 1,
+    "balanced": 1,
+    "adaptive": 1,
+    "cheater": 0
+  }
+}

server/results/task_results.json

@@ -0,0 +1,1055 @@
+[
+  {
+    "agent": "conservative_0",
+    "task_id": "contract_a762c024c23b",
+    "tier": "T1",
+    "domain": "data_labeling",
+    "proof_cid": "0xe3788e9a12befa04d89985ec593eebf7",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "format_compliance",
+        "completeness"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.0008861255048430355
+    },
+    "output_preview": "Synthetic execution of contract_a762c024c23b: FAILURE"
+  },
+  {
+    "agent": "aggressive_1",
+    "task_id": "contract_6a04b2ca71e6",
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+    "settlement": {
+      "reward": 0.0021170724871124183,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_3971377c6105: SUCCESS"
+  },
+  {
+    "agent": "aggressive_1",
+    "task_id": "contract_2637144a151c",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0x9f244b6e27a1f78ab7a2dc20cb571a22",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.003491553374783192,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_2637144a151c: SUCCESS"
+  },
+  {
+    "agent": "balanced_2",
+    "task_id": "contract_9205ea050b7a",
+    "tier": "T2",
+    "domain": "analysis",
+    "proof_cid": "0x6da58ecd76cd5116a3f1e1b7c49e1661",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "format_compliance",
+        "accuracy",
+        "completeness"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.0073222969451566585
+    },
+    "output_preview": "Synthetic execution of contract_9205ea050b7a: FAILURE"
+  },
+  {
+    "agent": "conservative_0",
+    "task_id": "contract_0f3319c6939c",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0x9f998a50c6209104f43a76d6d0e42916",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.0032283367964970762,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_0f3319c6939c: SUCCESS"
+  },
+  {
+    "agent": "aggressive_1",
+    "task_id": "contract_d287fc801e29",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0xdc5f0585641df466fcf27a2d3a0b85ea",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.003462496540679495,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_d287fc801e29: SUCCESS"
+  },
+  {
+    "agent": "balanced_2",
+    "task_id": "contract_5a3f9486d106",
+    "tier": "T2",
+    "domain": "analysis",
+    "proof_cid": "0x3640e5366d7bb6e6c8effdb253495184",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "format_compliance",
+        "accuracy",
+        "completeness"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.008918329919924212
+    },
+    "output_preview": "Synthetic execution of contract_5a3f9486d106: FAILURE"
+  },
+  {
+    "agent": "conservative_0",
+    "task_id": "contract_8e0f8276ec96",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0xd36516b07eb0023c9c137bf47109f7c5",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.0027865341836955915,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_8e0f8276ec96: SUCCESS"
+  },
+  {
+    "agent": "aggressive_1",
+    "task_id": "contract_067db520271d",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0xf7277144f75d7e1506a28bd20afaab7c",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.003095908060660085,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_067db520271d: SUCCESS"
+  },
+  {
+    "agent": "balanced_2",
+    "task_id": "contract_36f16cd4c323",
+    "tier": "T2",
+    "domain": "analysis",
+    "proof_cid": "0x629030341cbe0e7a5f84c0a4313b7c33",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.016878317886726356,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_36f16cd4c323: SUCCESS"
+  },
+  {
+    "agent": "conservative_0",
+    "task_id": "contract_6dd7a4c98a14",
+    "tier": "T1",
+    "domain": "data_labeling",
+    "proof_cid": "0x37a294db63ae2a5c16e66e3558d201f4",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "format_compliance",
+        "completeness"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.0008629637103380356
+    },
+    "output_preview": "Synthetic execution of contract_6dd7a4c98a14: FAILURE"
+  },
+  {
+    "agent": "aggressive_1",
+    "task_id": "contract_58271e8e7624",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0x1c76c89a21147c831205cee5b0102f04",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.003289162870942104,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_58271e8e7624: SUCCESS"
+  },
+  {
+    "agent": "balanced_2",
+    "task_id": "contract_32cd9acee782",
+    "tier": "T2",
+    "domain": "analysis",
+    "proof_cid": "0x471176d4ac6d4ed3a3735c35278ee5f0",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "format_compliance",
+        "accuracy",
+        "completeness"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.0077242034277661235
+    },
+    "output_preview": "Synthetic execution of contract_32cd9acee782: FAILURE"
+  },
+  {
+    "agent": "conservative_0",
+    "task_id": "contract_aa1a90a8659f",
+    "tier": "T1",
+    "domain": "data_labeling",
+    "proof_cid": "0x65e0363ece76458545f2bb0944cff748",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "format_compliance",
+        "completeness"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.0008886288235577006
+    },
+    "output_preview": "Synthetic execution of contract_aa1a90a8659f: FAILURE"
+  },
+  {
+    "agent": "aggressive_1",
+    "task_id": "contract_8efbb7f13ac3",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0x15e8f78016312c17dedd87590b4a2f8f",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.003413381231777636,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_8efbb7f13ac3: SUCCESS"
+  },
+  {
+    "agent": "balanced_2",
+    "task_id": "contract_703bc5dcee48",
+    "tier": "T2",
+    "domain": "translation",
+    "proof_cid": "0xda3f3aa1ada8a769100280d73c08adcf",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.013512177627600068,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_703bc5dcee48: SUCCESS"
+  },
+  {
+    "agent": "conservative_0",
+    "task_id": "contract_40435ef07179",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0xe46a41ebb316b37aa5588d29cf4ea185",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.0032146772646714974,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_40435ef07179: SUCCESS"
+  },
+  {
+    "agent": "balanced_2",
+    "task_id": "contract_a37bf191435e",
+    "tier": "T2",
+    "domain": "analysis",
+    "proof_cid": "0xcc164736fab643f47206c2a8c796984b",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.015496437087518517,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_a37bf191435e: SUCCESS"
+  },
+  {
+    "agent": "conservative_0",
+    "task_id": "contract_9d22852235bd",
+    "tier": "T1",
+    "domain": "data_labeling",
+    "proof_cid": "0x656c161d92f950dad015528889fe52bc",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "format_compliance",
+        "completeness"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.000877606470489028
+    },
+    "output_preview": "Synthetic execution of contract_9d22852235bd: FAILURE"
+  },
+  {
+    "agent": "aggressive_1",
+    "task_id": "contract_ef2cb460c2c2",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0x139e54cdb1ba712213c401e295a3ec59",
+    "verification": {
+      "overall_pass": true,
+      "constraints_passed": [],
+      "constraints_failed": []
+    },
+    "settlement": {
+      "reward": 0.0033337488446999112,
+      "penalty": 0.0
+    },
+    "output_preview": "Synthetic execution of contract_ef2cb460c2c2: SUCCESS"
+  },
+  {
+    "agent": "balanced_2",
+    "task_id": "contract_6bf723ac3a92",
+    "tier": "T2",
+    "domain": "translation",
+    "proof_cid": "0xba0267f54737fb6a8656055389919db6",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "accuracy",
+        "terminology_consistency"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.005073162019464485
+    },
+    "output_preview": "Synthetic execution of contract_6bf723ac3a92: FAILURE"
+  },
+  {
+    "agent": "adaptive_3",
+    "task_id": "contract_eca507c33880",
+    "tier": "T1",
+    "domain": "summarization",
+    "proof_cid": "0x147ec0fe2fd131f24e0042d69b6c2f73",
+    "verification": {
+      "overall_pass": false,
+      "constraints_passed": [],
+      "constraints_failed": [
+        "length_constraint",
+        "accuracy"
+      ]
+    },
+    "settlement": {
+      "reward": 0.0,
+      "penalty": 0.001113520143773937
+    },
+    "output_preview": "Synthetic execution of contract_eca507c33880: FAILURE"
+  }
+]

server/results/time_series.json

@@ -0,0 +1,178 @@
+{
+  "timestamps": [
+    1.0,
+    2.0,
+    3.0,
+    4.0,
+    5.0,
+    6.0,
+    7.0,
+    8.0,
+    9.0,
+    10.0,
+    11.0,
+    12.0,
+    13.0,
+    14.0,
+    15.0,
+    16.0,
+    17.0,
+    18.0,
+    19.0,
+    20.0
+  ],
+  "aggregate_safety": [
+    0.7149303399599031,
+    0.7113646100135703,
+    0.7332981455002783,
+    0.7299758899151536,
+    0.7263351199753616,
+    0.722712508451399,
+    0.7191079647777887,
+    0.7155213988407516,
+    0.7119527209759524,
+    0.7084018419662584,
+    0.7017113756760207,
+    0.6982115755891051,
+    0.6947292308279442,
+    0.6912642543337382,
+    0.6878165594818937,
+    0.6843860600798599,
+    0.7799318073119693,
+    0.7760418811947121,
+    0.7721713561649035,
+    0.7608347665972391
+  ],
+  "total_balance": [
+    2.477838603395556,
+    2.4977873016008205,
+    2.4825172039422414,
+    2.4708295600664782,
+    2.4888006757500536,
+    2.4874408558380057,
+    2.504583435487169,
+    2.499465860249674,
+    2.516130472788416,
+    2.535196400232379,
+    2.524565789866131,
+    2.5167951641977018,
+    2.5142898690162636,
+    2.5110761979330025,
+    2.507348701350255,
+    2.528609461481337,
+    2.513811457214175,
+    2.5283483872499946,
+    2.5455595016021846,
+    2.5323289618131573
+  ],
+  "active_agent_count": [
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5,
+    5
+  ],
+  "contracts_completed": [
+    2,
+    5,
+    6,
+    8,
+    10,
+    13,
+    15,
+    16,
+    18,
+    21,
+    23,
+    23,
+    25,
+    27,
+    29,
+    32,
+    33,
+    35,
+    37,
+    38
+  ],
+  "contracts_failed": [
+    1,
+    1,
+    2,
+    3,
+    3,
+    4,
+    5,
+    7,
+    8,
+    8,
+    9,
+    11,
+    12,
+    13,
+    14,
+    14,
+    16,
+    17,
+    17,
+    20
+  ],
+  "rewards_paid": [
+    0.020224728900398996,
+    0.04167342710566373,
+    0.0450424235029837,
+    0.05181667566197762,
+    0.07128779134555285,
+    0.07917799268097525,
+    0.09868090459334405,
+    0.10221821302000404,
+    0.12148243526317948,
+    0.14204836270714202,
+    0.1483451387599555,
+    0.1483451387599555,
+    0.15376610970419477,
+    0.1593747355660904,
+    0.16606556890326696,
+    0.188826329034349,
+    0.19211549190529112,
+    0.20904105076466883,
+    0.22775216511685886,
+    0.23108591396155878
+  ],
+  "penalties_collected": [
+    0.0008861255048430355,
+    0.0008861255048430355,
+    0.010025219560741828,
+    0.018987115595499263,
+    0.018987115595499263,
+    0.026737136842969356,
+    0.02759746910617459,
+    0.03475235277032988,
+    0.03585196247476302,
+    0.03585196247476302,
+    0.04327934889382405,
+    0.04954997456225311,
+    0.055976240687930896,
+    0.06329853763308756,
+    0.07221686755301177,
+    0.07221686755301177,
+    0.08080403469111593,
+    0.08169266351467362,
+    0.08169266351467362,
+    0.08875695214840107
+  ]
+}

server/runner.py

@@ -33,7 +33,6 @@ from cgae_engine.registry import AgentRegistry, AgentStatus
 from cgae_engine.contracts import ContractManager, ContractStatus
 from cgae_engine.economy import Economy, EconomyConfig, EconomySnapshot
 from cgae_engine.marketplace import TaskMarketplace
-from cgae_engine.audit import AuditOrchestrator
 from agents.base import BaseAgent, AgentDecision
 from agents.strategies import create_agent_cohort
 
@@ -123,12 +122,15 @@ class SimulationRunner:
             self.economy.contracts,
             contracts_per_step=self.config.contracts_per_step,
         )
-        self.audit = AuditOrchestrator()
-
-        # Create agent cohort
         self.agents: dict[str, BaseAgent] = {}
         self.metrics = SimulationMetrics()
 
+    @staticmethod
+    def _noisy_robustness(r: RobustnessVector, noise: float = 0.03) -> RobustnessVector:
+        """Add small noise to a robustness vector for synthetic audits."""
+        def clamp(v): return max(0.0, min(1.0, v + random.gauss(0, noise)))
+        return RobustnessVector(cc=clamp(r.cc), er=clamp(r.er), as_=clamp(r.as_), ih=clamp(r.ih))
+
     def setup(self):
         """Register agents and run initial audits."""
         cohort = create_agent_cohort(self.config.agent_strategies)
@@ -142,14 +144,10 @@ class SimulationRunner:
             self.agents[record.agent_id] = agent
 
             # Initial audit with true robustness (+ small noise)
-            audit_result = self.audit.synthetic_audit(
-                record.agent_id,
-                base_robustness=agent.true_robustness,
-                noise_scale=0.03,
-            )
+            noisy_r = self._noisy_robustness(agent.true_robustness)
             self.economy.audit_agent(
                 record.agent_id,
-                audit_result.robustness,
+                noisy_r,
                 audit_type="registration",
             )
 
@@ -281,15 +279,11 @@ class SimulationRunner:
                         record.total_spent += cost
                         new_r = agent.invest_robustness(dim, amount)
                         # Re-audit with improved robustness
-                        audit_result = self.audit.synthetic_audit(
-                            agent_id,
-                            base_robustness=new_r,
-                            noise_scale=0.02,
-                        )
+                        noisy_r = self._noisy_robustness(new_r, 0.02)
                         old_tier = record.current_tier
                         self.economy.audit_agent(
                             agent_id,
-                            audit_result.robustness,
+                            noisy_r,
                             audit_type="upgrade",
                         )
                         new_tier = record.current_tier
@@ -305,10 +299,7 @@ class SimulationRunner:
         def audit_callback(aid):
             agent = self.agents.get(aid)
             if agent:
-                result = self.audit.synthetic_audit(
-                    aid, base_robustness=agent.true_robustness, noise_scale=0.04
-                )
-                return result.robustness
+                return self._noisy_robustness(agent.true_robustness, 0.04)
             return None
 
         self.economy.step(audit_callback=audit_callback)