Token Budget Python Packages

veronica-core

Runtime containment kernel for LLM agents. Enforces budget, step, retry, and circuit-breaker limits before the model call.

contextcram

llm · rag · context-window · tokens · prompt-engineering · token-budget · agents · python

ctxbudgeter

ContextOps toolkit for production AI agents. Compile, govern, scan, visualize & optimize LLM context before every model call — token budgets, policy governance, PII/secret scanning, Context Bill of Materials, diffing, Context MRI, MCP budgeting. Framework-agnostic. Local-first. Deterministic.

cognitive-cache

Context window selection for LLM coding tools. Treats context as a constrained optimization problem, not retrieval.

contexttrim

Pluggable context window management strategies for LLM agents. Zero dependencies.