Module normalization 

Normalization

Detects malformed tool protocol and narrated next steps in ReAct loop output, and builds retry prompts to guide the model back to correct behavior.

Enums

NormalizationPattern

Describes the kind of protocol failure detected in model output.

Constants

MAX_NORMALIZATION_RETRIES

Maximum number of normalization retries before giving up.

Functions

build_normalization_retry_prompt

Build a system-level retry instruction for the given pattern.

detect_normalization_failure

Inspect content and return the first NormalizationPattern detected, or None if the content looks well-formed.