escalation

AI Agent 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)

Import

from praisonaiagents import escalation

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Reference

escalation • AI Agent SDK

escalation

Import

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escalation

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