Implements core control subsystems for the safety framework: **Action Validation (validation/validator.py):** - Rule-based validation engine with priority ordering - Allow/deny/require-approval rule types - Pattern matching for tools and resources - Validation result caching with LRU eviction - Emergency bypass capability with audit **Permission System (permissions/manager.py):** - Per-agent permission grants on resources - Resource pattern matching (wildcards) - Temporary permissions with expiration - Permission inheritance hierarchy - Default deny with configurable defaults **Cost Control (costs/controller.py):** - Per-session and per-day budget tracking - Token and USD cost limits - Warning alerts at configurable thresholds - Budget rollover and reset policies - Real-time usage tracking **Rate Limiting (limits/limiter.py):** - Sliding window rate limiter - Per-action, per-LLM-call, per-file-op limits - Burst allowance with recovery - Configurable limits per operation type **Loop Detection (loops/detector.py):** - Exact repetition detection (same action+args) - Semantic repetition (similar actions) - Oscillation pattern detection (A→B→A→B) - Per-agent action history tracking - Loop breaking suggestions 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
18 lines
244 B
Python
18 lines
244 B
Python
"""
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Loop Detection Module
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Detects and prevents action loops in agent behavior.
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"""
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from .detector import (
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ActionSignature,
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LoopBreaker,
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LoopDetector,
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)
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__all__ = [
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"ActionSignature",
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"LoopBreaker",
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"LoopDetector",
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]
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