Escalation Pipeline • AI Agent SDK

EscalationPipeline: Progressive escalation pipeline for agent execution.

EscalationPipeline

Defined in the pipeline module.

AI Agent

Progressive escalation pipeline for agent execution.

Implements a staged approach to task execution:

Stage 0 (DIRECT): Immediate response without tools
Stage 1 (HEURISTIC): Tool selection based on local signals
Stage 2 (PLANNED): Lightweight planning with single LLM call
Stage 3 (AUTONOMOUS): Full autonomous loop with verification

Constructor

ParamField Optional[EscalationConfig]

No description available.

ParamField Optional

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ParamField Optional

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ParamField Optional

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ParamField Optional

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Methods

analyze()

Analyze prompt and recommend initial stage.

execute()

Execute prompt with automatic escalation.

execute_at_stage()

Execute prompt at specific stage.

get_current_stage()

Get current execution stage.

get_context()

Get current execution context.

Usage

python

pipeline = EscalationPipeline()

    # Analyze and execute
    result = await pipeline.execute("Refactor the auth module")

    # Or analyze first, then execute
    stage = pipeline.analyze("Simple question")
    result = await pipeline.execute_at_stage("Simple question", stage)

Source

View on GitHub

praisonaiagents/escalation/pipeline.py at line 24