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Credit Ledger - non-transferable, decaying credits with full provenance.
"""
import time
from dataclasses import dataclass, field
from typing import Dict, List, Optional
@dataclass
class LedgerEntry:
agent_id: str
task_id: str
action_id: str
earned_credit: float
spent_credit: float
decayed_credit: float
remaining_credit: float
reason: str
oracle_score: float
compute_cost: float
timestamp: float
capability_scope: str = "global"
task_scope: str = "global"
class CreditLedger:
def __init__(self, decay_lambda: float = 0.05):
self.entries: List[LedgerEntry] = []
self.agent_balances: Dict[str, Dict[str, Dict[str, float]]] = {}
self.decay_lambda = decay_lambda
def earn(
self,
agent_id: str,
task_id: str,
action_id: str,
amount: float,
oracle_score: float,
compute_cost: float,
reason: str,
capability_scope: str = "global",
task_scope: str = "global",
) -> None:
now = time.time()
self._apply_decay(agent_id, now, capability_scope, task_scope)
current = self._get_balance(agent_id, capability_scope, task_scope)
new_balance = current + amount
entry = LedgerEntry(
agent_id=agent_id,
task_id=task_id,
action_id=action_id,
earned_credit=amount,
spent_credit=0.0,
decayed_credit=0.0,
remaining_credit=new_balance,
reason=reason,
oracle_score=oracle_score,
compute_cost=compute_cost,
timestamp=now,
capability_scope=capability_scope,
task_scope=task_scope,
)
self.entries.append(entry)
self._set_balance(agent_id, capability_scope, task_scope, new_balance)
def spend(
self,
agent_id: str,
task_id: str,
action_id: str,
amount: float,
capability_scope: str = "global",
task_scope: str = "global",
reason: str = "spend",
) -> bool:
now = time.time()
self._apply_decay(agent_id, now, capability_scope, task_scope)
current = self._get_balance(agent_id, capability_scope, task_scope)
if current < amount:
return False
new_balance = current - amount
entry = LedgerEntry(
agent_id=agent_id,
task_id=task_id,
action_id=action_id,
earned_credit=0.0,
spent_credit=amount,
decayed_credit=0.0,
remaining_credit=new_balance,
reason=reason,
oracle_score=0.0,
compute_cost=0.0,
timestamp=now,
capability_scope=capability_scope,
task_scope=task_scope,
)
self.entries.append(entry)
self._set_balance(agent_id, capability_scope, task_scope, new_balance)
return True
def transfer(
self,
from_agent: str,
to_agent: str,
amount: float,
capability_scope: str = "global",
task_scope: str = "global",
) -> bool:
# CREDITS ARE NON-TRANSFERABLE
return False
def balance(
self,
agent_id: str,
capability_scope: str = "global",
task_scope: str = "global",
) -> float:
now = time.time()
self._apply_decay(agent_id, now, capability_scope, task_scope)
return self._get_balance(agent_id, capability_scope, task_scope)
def _get_balance(self, agent_id: str, cap: str, task: str) -> float:
return self.agent_balances.get(agent_id, {}).get(cap, {}).get(task, 0.0)
def _set_balance(self, agent_id: str, cap: str, task: str, val: float) -> None:
if agent_id not in self.agent_balances:
self.agent_balances[agent_id] = {}
if cap not in self.agent_balances[agent_id]:
self.agent_balances[agent_id][cap] = {}
self.agent_balances[agent_id][cap][task] = val
def _apply_decay(self, agent_id: str, now: float, cap: str, task: str) -> None:
current = self._get_balance(agent_id, cap, task)
if current <= 0:
return
# Exponential decay of idle credits
decayed = current * (1 - self.decay_lambda)
if decayed < current:
entry = LedgerEntry(
agent_id=agent_id,
task_id="decay",
action_id="decay",
earned_credit=0.0,
spent_credit=0.0,
decayed_credit=current - decayed,
remaining_credit=decayed,
reason="credit_decay",
oracle_score=0.0,
compute_cost=0.0,
timestamp=now,
capability_scope=cap,
task_scope=task,
)
self.entries.append(entry)
self._set_balance(agent_id, cap, task, decayed)
def revoke(
self,
agent_id: str,
task_id: str,
amount: float,
reason: str,
capability_scope: str = "global",
task_scope: str = "global",
) -> bool:
now = time.time()
self._apply_decay(agent_id, now, capability_scope, task_scope)
current = self._get_balance(agent_id, capability_scope, task_scope)
revoke_amount = min(current, amount)
if revoke_amount > 0:
new_balance = current - revoke_amount
entry = LedgerEntry(
agent_id=agent_id,
task_id=task_id,
action_id="revoke",
earned_credit=0.0,
spent_credit=revoke_amount,
decayed_credit=0.0,
remaining_credit=new_balance,
reason=f"revoke: {reason}",
oracle_score=0.0,
compute_cost=0.0,
timestamp=now,
capability_scope=capability_scope,
task_scope=task_scope,
)
self.entries.append(entry)
self._set_balance(agent_id, capability_scope, task_scope, new_balance)
return True
return False
def provenance(self, agent_id: str) -> List[LedgerEntry]:
return [e for e in self.entries if e.agent_id == agent_id]
def gaming_detected(
self,
agent_id: str,
task_id: str,
action_id: str,
reason: str,
capability_scope: str = "global",
) -> None:
# Immediate revocation of credits on gaming detection
self.revoke(
agent_id, task_id, 999.0,
reason=f"gaming_detected: {reason}",
capability_scope=capability_scope,
)
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