TokenSentry: LLM Verbosity Guardrail

Large language models frequently drift into excessive verbosity, inflating token costs and burying critical insights in unmanageable walls of text. TokenSentry provides a deterministic control layer that enforces strict output constraints to maintain brevity and prevent conversational bloat across long-running sessions.