"""Post-processing pipeline base interfaces and orchestrator."""
from typing import Protocol, List
from .context import RunContext


class PostProcessor(Protocol):
    name: str

    def process(self, ctx: RunContext) -> None:
        ...


class PostProcessingOrchestrator:
    def __init__(self, processors: List[PostProcessor]):
        self._processors = processors

    def run(self, ctx: RunContext) -> None:
        for processor in self._processors:
            try:
                processor.process(ctx)
            except Exception:
                # Best effort: don't break the response if a processor fails
                continue