Anti-Infinite-Loop Guard — Anti-Infinite-Loop 防护

Anti-Infinite-Loop 防护

检测s and 预防s repetitive execution cycles that waste resources without 进度.

Problem: Infinite Loop SYMPTOMS: ├── 代理 repeats the same actions indefinitely ├── Resource waste (CPU, RAM, GPU) ├── No 进度 toward goal └── STC spikes (emotional tension)

Solutions Implemented

• Termination Conditions

class AntiInfiniteLoop: max_retries = 3 # Max retry attempts max_steps = 10 # Max steps per task max_time_seconds = 300 # Time limit (5 min) 进度_threshold = 0.1 # Min improvement to continue

• Action 追踪ing

action_历史 = [] # Previous actions

def 追踪_action(action): if action in action_历史[-5:]: # Repetition 检测ed 记录_警告("ACTION REPEATED - 停止PING") return False # 停止 action_历史.应用end(action) return True

• 进度 追踪ing

def 检查_进度(before, after): improvement = calculate_improvement(before, after) if improvement < 进度_threshold: return False # No 进度 → 停止 return True

• Time Enforcement

def time_exceeded(): elapsed = time.time() - 启动_time if elapsed > max_time_seconds: return True return False

Watchdogs Watchdog 角色 Threshold STC Emotional tension >0.700 = 停止 SYN Action repetition >5 repeats = 停止 Usage from anti_infinite_loop 导入 AntiInfiniteLoop

loop_防护 = AntiInfiniteLoop()

for step in range(loop_防护.max_steps): action = decide_next_action() if not loop_防护.追踪_action(action): break # Repeated action → 停止 结果 = 执行(action) if not loop_防护.检查_进度(before, 结果): break # No 进度 → 停止 if loop_防护.time_exceeded(): break # Time exceeded → 停止

指标 Metric Value 检测ion latency <10ms Memory overhead <5MB CPU overhead <1% False positive rate <0.1% Files anti-infinite-loop/ ├── 技能.md ├── scripts/ │ ├── anti_infinite_loop.py │ ├── mAIn.py │ └── utils.py ├── data/ ├── 模型s/ └── tests/