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Core SDK
Escalation Module for PraisonAI Agents.
Provides progressive escalation pipeline for auto-mode execution:
- Stage 0: Direct response (no tools, no planning)
- Stage 1: Heuristic tool usage (local signals, no extra LLM call)
- Stage 2: Lightweight plan (single LLM call, constrained)
- Stage 3: Full autonomous loop (tools + subagents + verification)
Zero Performance Impact:
- All imports are lazy loaded via getattr
- Escalation only triggered when signals indicate need
- No overhead for simple tasks
Usage:
from praisonaiagents.escalation import EscalationPipeline, EscalationStage
pipeline = EscalationPipeline()
stage = pipeline.analyze(prompt, context)
result = await pipeline.execute(prompt, stage)
Overview
This module provides components for escalation. 
