Praison AI

escalation • AI Agent SDK

Escalation Module for PraisonAI Agents.

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:

python
from praisonaiagents.escalation import EscalationPipeline, EscalationStage

pipeline = EscalationPipeline()
stage = pipeline.analyze(prompt, context)
result = await pipeline.execute(prompt, stage)

Import

python
from praisonaiagents import escalation